patient case study example

Health Case Studies

(29 reviews)

Glynda Rees, British Columbia Institute of Technology

Rob Kruger, British Columbia Institute of Technology

Janet Morrison, British Columbia Institute of Technology

Publisher: BCcampus

Language: English

Formats Available

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Reviewed by Jessica Sellars, Medical assistant office instructor, Blue Mountain Community College on 10/11/23

Comprehensiveness rating: 5 see less

This is a book of compiled and very well organized patient case studies. The author has broken it up by disease patient was experiencing and even the healthcare roles that took place in this patients care. There is a well thought out direction and plan. There is an appendix to refer to as well if you are needing to find something specific quickly. I have been looking for something like this to help my students have a base to do their project on. This is the most comprehensive version I have found on the subject.

Content Accuracy rating: 5

This is a book compiled of medical case studies. It is very accurate and can be used to learn from great care and mistakes.

Relevance/Longevity rating: 5

This material is very relevant in this context. It also has plenty of individual case studies to utilize in many ways in all sorts of medical courses. This is a very useful textbook and it will continue to be useful for a very long time as you can still learn from each study even if medicine changes through out the years.

Clarity rating: 5

The author put a lot of thought into the ease of accessibility and reading level of the target audience. There is even a "how to use this resource" section which could be extremely useful to students.

Consistency rating: 5

The text follows a very consistent format throughout the book.

Modularity rating: 5

Each case study is individual broken up and in a group of similar case studies. This makes it extremely easy to utilize.

Organization/Structure/Flow rating: 5

The book is very organized and the appendix is through. It flows seamlessly through each case study.

Interface rating: 5

I had no issues navigating this book, It was clearly labeled and very easy to move around in.

Grammatical Errors rating: 5

I did not catch any grammar errors as I was going through the book

Cultural Relevance rating: 5

This is a challenging question for any medical textbook. It is very culturally relevant to those in medical or medical office degrees.

I have been looking for something like this for years. I am so happy to have finally found it.

Reviewed by Cindy Sun, Assistant Professor, Marshall University on 1/7/23

Interestingly, this is not a case of ‘you get what you pay for’. Instead, not only are the case studies organized in a fashion for ease of use through a detailed table of contents, the authors have included more support for both faculty and students. For faculty, the introduction section titled ‘How to use this resource’ and individual notes to educators before each case study contain application tips. An appendix overview lists key elements as issues / concepts, scenario context, and healthcare roles for each case study. For students, learning objectives are presented at the beginning of each case study to provide a framework of expectations.

The content is presented accurately and realistic.

The case studies read similar to ‘A Day In the Life of…’ with detailed intraprofessional communications similar to what would be overheard in patient care areas. The authors present not only the view of the patient care nurse, but also weave interprofessional vantage points through each case study by including patient interaction with individual professionals such as radiology, physician, etc.

In addition to objective assessment findings, the authors integrate standard orders for each diagnosis including medications, treatments, and tests allowing the student to incorporate pathophysiology components to their assessments.

Each case study is arranged in the same framework for consistency and ease of use.

This compilation of eight healthcare case studies focusing on new onset and exacerbation of prevalent diagnoses, such as heart failure, deep vein thrombosis, cancer, and chronic obstructive pulmonary disease advancing to pneumonia.

Each case study has a photo of the ‘patient’. Simple as this may seem, it gives an immediate mental image for the student to focus.

Interface rating: 4

As noted by previous reviewers, most of the links do not connect active web pages. This may be due to the multiple options for accessing this resource (pdf download, pdf electronic, web view, etc.).

Grammatical Errors rating: 4

A minor weakness that faculty will probably need to address prior to use is regarding specific term usages differences between Commonwealth countries and United States, such as lung sound descriptors as ‘quiet’ in place of ‘diminished’ and ‘puffers’ in place of ‘inhalers’.

The authors have provided a multicultural, multigenerational approach in selection of patient characteristics representing a snapshot of today’s patient population. Additionally, one case study focusing on heart failure is about a middle-aged adult, contrasting to the average aged patient the students would normally see during clinical rotations. This option provides opportunities for students to expand their knowledge on risk factors extending beyond age.

This resource is applicable to nursing students learning to care for patients with the specific disease processes presented in each case study or for the leadership students focusing on intraprofessional communication. Educators can assign as a supplement to clinical experiences or as an in-class application of knowledge.

Reviewed by Stephanie Sideras, Assistant Professor, University of Portland on 8/15/22

The eight case studies included in this text addressed high frequency health alterations that all nurses need to be able to manage competently. While diabetes was not highlighted directly, it was included as a potential comorbidity. The five overarching learning objectives pulled from the Institute of Medicine core competencies will clearly resonate with any faculty familiar with Quality and Safety Education for Nurses curriculum.

The presentation of symptoms, treatments and management of the health alterations was accurate. Dialogue between the the interprofessional team was realistic. At times the formatting of lab results was confusing as they reflected reference ranges specific to the Canadian healthcare system but these occurrences were minimal and could be easily adapted.

The focus for learning from these case studies was communication - patient centered communication and interprofessional team communication. Specific details, such as drug dosing, was minimized, which increases longevity and allows for easy individualization of the case data.

While some vocabulary was specific to the Canadian healthcare system, overall the narrative was extremely engaging and easy to follow. Subjective case data from patient or provider were formatted in italics and identified as 'thoughts'. Objective and behavioral case data were smoothly integrated into the narrative.

The consistency of formatting across the eight cases was remarkable. Specific learning objectives are identified for each case and these remain consistent across the range of cases, varying only in the focus for the goals for each different health alterations. Each case begins with presentation of essential patient background and the progress across the trajectory of illness as the patient moves from location to location encountering different healthcare professionals. Many of the characters (the triage nurse in the Emergency Department, the phlebotomist) are consistent across the case situations. These consistencies facilitate both application of a variety of teaching methods and student engagement with the situated learning approach.

Case data is presented by location and begins with the patient's first encounter with the healthcare system. This allows for an examination of how specific trajectories of illness are manifested and how care management needs to be prioritized at different stages. This approach supports discussions of care transitions and the complexity of the associated interprofessional communication.

The text is well organized. The case that has two levels of complexity is clearly identified

The internal links between the table of contents and case specific locations work consistently. In the EPUB and the Digital PDF the external hyperlinks are inconsistently valid.

The grammatical errors were minimal and did not detract from readability

Cultural diversity is present across the cases in factors including race, ethnicity, socioeconomic status, family dynamics and sexual orientation.

The level of detail included in these cases supports a teaching approach to address all three spectrums of learning - knowledge, skills and attitudes - necessary for the development of competent practice. I also appreciate the inclusion of specific assessment instruments that would facilitate a discussion of evidence based practice. I will enjoy using these case to promote clinical reasoning discussions of data that is noticed and interpreted with the resulting prioritizes that are set followed by reflections that result from learner choices.

Reviewed by Chris Roman, Associate Professor, Butler University on 5/19/22

It would be extremely difficult for a book of clinical cases to comprehensively cover all of medicine, and this text does not try. Rather, it provides cases related to common medical problems and introduces them in a way that allows for various... read more

Comprehensiveness rating: 4 see less

The narrative form of the cases is less subject to issues of accuracy than a more content-based book would be. That said, the cases are realistic and reasonable, avoiding being too mundane or too extreme.

These cases are narrative and do not include many specific mentions of drugs, dosages, or other aspects of clinical care that may grow/evolve as guidelines change. For this reason, the cases should be “evergreen” and can be modified to suit different types of learners.

Clarity rating: 4

The text is written in very accessible language and avoids heavy use of technical language. Depending on the level of learner, this might even be too simplistic and omit some details that would be needed for physicians, pharmacists, and others to make nuanced care decisions.

The format is very consistent with clear labeling at transition points.

The authors point out in the introductory materials that this text is designed to be used in a modular fashion. Further, they have built in opportunities to customize each cases, such as giving dates of birth at “19xx” to allow for adjustments based on instructional objectives, etc.

The organization is very easy to follow.

I did not identify any issues in navigating the text.

The text contains no grammatical errors, though the language is a little stiff/unrealistic in some cases.

Cases involve patients and members of the care team that are of varying ages, genders, and racial/ethnic backgrounds

Reviewed by Trina Larery, Assistant Professor, Pittsburg State University on 4/5/22

The book covers common scenarios, providing allied health students insight into common health issues. The information in the book is thorough and easily modified if needed to include other scenarios not listed. The material was easy to understand... read more

Content Accuracy rating: 4

The treatments were explained and rationales were given, which can be very helpful to facilitate effective learning for a nursing student or novice nurse. The case studies were accurate in explanation. The DVT case study incorrectly identifies the location of the clot in the popliteal artery instead of in the vein.

The content is relevant to a variety of different types of health care providers and due to the general nature of the cases, will remain relevant over time. Updates should be made annually to the hyperlinks and to assure current standard of practice is still being met.

Clear, simple and easy to read.

Consistent with healthcare terminology and framework throughout all eight case studies.

The text is modular. Cases can be used individually within a unit on the given disease process or relevant sections of a case could be used to illustrate a specific point providing great flexibility. The appendix is helpful in locating content specific to a certain diagnosis or a certain type of health care provider.

The book is well organized, presenting in a logical clear fashion. The appendix allows the student to move about the case study without difficulty.

The interface is easy and simple to navigate. Some links to external sources might need to be updated regularly since those links are subject to change based on current guidelines. A few hyperlinks had "page not found".

Few grammatical errors were noted in text.

The case studies include people of different ethnicities, socioeconomic status, ages, and genders to make this a very useful book.

I enjoyed reading the text. It was interesting and relevant to today's nursing student. There are roughly 25 broken online links or "pages not found", care needs to be taken to update at least annually and assure links are valid and utilizing the most up to date information.

Reviewed by Benjamin Silverberg, Associate Professor/Clinician, West Virginia University on 3/24/22

Comprehensiveness rating: 3 see less

The appendix reviews the "key roles" and medical venues found in all 8 cases, but is fairly spartan on medical content. The table of contents at the beginning only lists the cases and locations of care. It can be a little tricky to figure out what is going on where, especially since each case is largely conversation-based. Since this presents 8 cases (really 7 with one being expanded upon), there are many medical topics (and venues) that are not included. It's impossible to include every kind of situation, but I'd love to see inclusion of sexual health, renal pathology, substance abuse, etc.

Though there are differences in how care can be delivered based on personal style, changing guidelines, available supplies, etc, the medical accuracy seems to be high. I did not detect bias or industry influence.

Relevance/Longevity rating: 4

Medications are generally listed as generics, with at least current dosing recommendations. The text gives a picture of what care looks like currently, but will be a little challenging to update based on new guidelines (ie, it can be hard to find the exact page in which a medication is dosed/prescribed). Even if the text were to be a little out of date, an instructor can use that to point out what has changed (and why).

Clear text, usually with definitions of medical slang or higher-tier vocabulary. Minimal jargon and there are instances where the "characters" are sorting out the meaning as well, making it accessible for new learners, too.

Overall, the style is consistent between cases - largely broken up into scenes and driven by conversation rather than descriptions of what is happening.

There are 8 (well, again, 7) cases which can be reviewed in any order. Case #2 builds upon #1, which is intentional and a good idea, though personally I would have preferred one case to have different possible outcomes or even a recurrence of illness. Each scene within a case is reasonably short.

Organization/Structure/Flow rating: 4

These cases are modular and don't really build on concepts throughout. As previously stated, case #2 builds upon #1, but beyond that, there is no progression. (To be sure, the authors suggest using case #1 for newer learners and #2 for more advanced ones.) The text would benefit from thematic grouping, a longer introduction and debriefing for each case (there are learning objectives but no real context in medical education nor questions to reflect on what was just read), and progressively-increasing difficulty in medical complexity, ethics, etc.

I used the PDF version and had no interface issues. There are minimal photographs and charts. Some words are marked in blue but those did not seem to be hyperlinked anywhere.

No noticeable errors in grammar, spelling, or formatting were noted.

I appreciate that some diversity of age and ethnicity were offered, but this could be improved. There were Canadian Indian and First Nations patients, for example, as well as other characters with implied diversity, but there didn't seem to be any mention of gender diverse or non-heterosexual people, or disabilities. The cases tried to paint family scenes (the first patient's dog was fairly prominently mentioned) to humanize them. Including more cases would allow for more opportunities to include sex/gender minorities, (hidden) disabilities, etc.

The text (originally from 2017) could use an update. It could be used in conjunction with other Open Texts, as a compliment to other coursework, or purely by itself. The focus is meant to be on improving communication, but there are only 3 short pages at the beginning of the text considering those issues (which are really just learning objectives). In addition to adding more cases and further diversity, I personally would love to see more discussion before and after the case to guide readers (and/or instructors). I also wonder if some of the ambiguity could be improved by suggesting possible health outcomes - this kind of counterfactual comparison isn't possible in real life and could be really interesting in a text. Addition of comprehension/discussion questions would also be worthwhile.

Reviewed by Danielle Peterson, Assistant Professor, University of Saint Francis on 12/31/21

This text provides readers with 8 case studies which include both chronic and acute healthcare issues. Although not comprehensive in regard to types of healthcare conditions, it provides a thorough look at the communication between healthcare workers in acute hospital settings. The cases are primarily set in the inpatient hospital setting, so the bulk of the clinical information is basic emergency care and inpatient protocol: vitals, breathing, medication management, etc. The text provides a table of contents at opening of the text and a handy appendix at the conclusion of the text that outlines each case’s issue(s), scenario, and healthcare roles. No index or glossary present.

Although easy to update, it should be noted that the cases are taking place in a Canadian healthcare system. Terms may be unfamiliar to some students including “province,” “operating theatre,” “physio/physiotherapy,” and “porter.” Units of measurement used include Celsius and meters. Also, the issue of managed care, health insurance coverage, and length of stay is missing for American students. These are primary issues that dictate much of the healthcare system in the US and a primary job function of social workers, nurse case managers, and medical professionals in general. However, instructors that wish to add this to the case studies could do so easily.

The focus of this text is on healthcare communication which makes it less likely to become obsolete. Much of the clinical information is stable healthcare practice that has been standard of care for quite some time. Nevertheless, given the nature of text, updates would be easy to make. Hyperlinks should be updated to the most relevant and trustworthy sources and checked frequently for effectiveness.

The spacing that was used to note change of speaker made for ease of reading. Although unembellished and plain, I expect students to find this format easy to digest and interesting, especially since the script is appropriately balanced with ‘human’ qualities like the current TV shows and songs, the use of humor, and nonverbal cues.

A welcome characteristic of this text is its consistency. Each case is presented in a similar fashion and the roles of the healthcare team are ‘played’ by the same character in each of the scenarios. This allows students to see how healthcare providers prioritize cases and juggle the needs of multiple patients at once. Across scenarios, there was inconsistency in when clinical terms were hyperlinked.

The text is easily divisible into smaller reading sections. However, since the nature of the text is script-narrative format, if significant reorganization occurs, one will need to make sure that the communication of the script still makes sense.

The text is straightforward and presented in a consistent fashion: learning objectives, case history, a script of what happened before the patient enters the healthcare setting, and a script of what happens once the patient arrives at the healthcare setting. The authors use the term, “ideal interactions,” and I would agree that these cases are in large part, ‘best case scenarios.’ Due to this, the case studies are well organized, clear, logical, and predictable. However, depending on the level of student, instructors may want to introduce complications that are typical in the hospital setting.

The interface is pleasing and straightforward. With exception to the case summary and learning objectives, the cases are in narrative, script format. Each case study supplies a photo of the ‘patient’ and one of the case studies includes a link to a 3-minute video that introduces the reader to the patient/case. One of the highlights of this text is the use of hyperlinks to various clinical practices (ABG, vital signs, transfer of patient). Unfortunately, a majority of the links are broken. However, since this is an open text, instructors can update the links to their preference.

Although not free from grammatical errors, those that were noticed were minimal and did not detract from reading.

Cultural Relevance rating: 4

Cultural diversity is visible throughout the patients used in the case studies and includes factors such as age, race, socioeconomic status, family dynamics, and sexual orientation. A moderate level of diversity is noted in the healthcare team with some stereotypes: social workers being female, doctors primarily male.

As a social work instructor, I was grateful to find a text that incorporates this important healthcare role. I would have liked to have seen more content related to advance directives, mediating decision making between the patient and care team, emotional and practical support related to initial diagnosis and discharge planning, and provision of support to colleagues, all typical roles of a medical social worker. I also found it interesting that even though social work was included in multiple scenarios, the role was only introduced on the learning objectives page for the oncology case.

Reviewed by Crystal Wynn, Associate Professor, Virginia State University on 7/21/21

The text covers a variety of chronic diseases within the cases; however, not all of the common disease states were included within the text. More chronic diseases need to be included such as diabetes, cancer, and renal failure. Not all allied health care team members are represented within the case study. Key terms appear throughout the case study textbook and readers are able to click on a hyperlink which directs them to the definition and an explanation of the key term.

Content is accurate, error-free and unbiased.

The content is up-to-date, but not in a way that will quickly make the text obsolete within a short period of time. The text is written and/or arranged in such a way that necessary updates will be relatively easy and straightforward to implement.

The text is written in lucid, accessible prose, and provides adequate context for any jargon/technical terminology used

The text is internally consistent in terms of terminology and framework.

The text is easily and readily divisible into smaller reading sections that can be assigned at different points within the course. Each case can be divided into a chronic disease state unit, which will allow the reader to focus on one section at a time.

Organization/Structure/Flow rating: 3

The topics in the text are presented in a logical manner. Each case provides an excessive amount of language that provides a description of the case. The cases in this text reads more like a novel versus a clinical textbook. The learning objectives listed within each case should be in the form of questions or activities that could be provided as resources for instructors and teachers.

Interface rating: 3

There are several hyperlinks embedded within the textbook that are not functional.

The text contains no grammatical errors.

Cultural Relevance rating: 3

The text is not culturally insensitive or offensive in any way. More examples of cultural inclusiveness is needed throughout the textbook. The cases should be indicative of individuals from a variety of races and ethnicities.

Reviewed by Rebecca Hillary, Biology Instructor, Portland Community College on 6/15/21

This textbook consists of a collection of clinical case studies that can be applicable to a wide range of learning environments from supplementing an undergraduate Anatomy and Physiology Course, to including as part of a Medical or other health care program. I read the textbook in E-reader format and this includes hyperlinks that bring the students to subsequent clinical study if the book is being used in a clinical classroom. This book is significantly more comprehensive in its approach from other case studies I have read because it provides a bird’s eye view of the many clinicians, technicians, and hospital staff working with one patient. The book also provides real time measurements for patients that change as they travel throughout the hospital until time of discharge.

Each case gave an accurate sense of the chaos that would be present in an emergency situation and show how the conditions affect the practitioners as well as the patients. The reader gets an accurate big picture--a feel for each practitioner’s point of view as well as the point of view of the patient and the patient’s family as the clock ticks down and the patients are subjected to a number of procedures. The clinical information contained in this textbook is all in hyperlinks containing references to clinical skills open text sources or medical websites. I did find one broken link on an external medical resource.

The diseases presented are relevant and will remain so. Some of the links are directly related to the Canadian Medical system so they may not be applicable to those living in other regions. Clinical links may change over time but the text itself will remain relevant.

Each case study clearly presents clinical data as is it recorded in real time.

Each case study provides the point of view of several practitioners and the patient over several days. While each of the case studies covers different pathology they all follow this same format, several points of view and data points, over a number of days.

The case studies are divided by days and this was easy to navigate as a reader. It would be easy to assign one case study per body system in an Anatomy and Physiology course, or to divide them up into small segments for small in class teaching moments.

The topics are presented in an organized way showing clinical data over time and each case presents a large number of view points. For example, in the first case study, the patient is experiencing difficulty breathing. We follow her through several days from her entrance to the emergency room. We meet her X Ray Technicians, Doctor, Nurses, Medical Assistant, Porter, Physiotherapist, Respiratory therapist, and the Lab Technicians running her tests during her stay. Each practitioner paints the overall clinical picture to the reader.

I found the text easy to navigate. There were not any figures included in the text, only clinical data organized in charts. The figures were all accessible via hyperlink. Some figures within the textbook illustrating patient scans could have been helpful but I did not have trouble navigating the links to visualize the scans.

I did not see any grammatical errors in the text.

The patients in the text are a variety of ages and have a variety of family arrangements but there is not much diversity among the patients. Our seven patients in the eight case studies are mostly white and all cis gendered.

Some of the case studies, for example the heart failure study, show clinical data before and after drug treatments so the students can get a feel for mechanism in physiological action. I also liked that the case studies included diet and lifestyle advice for the patients rather than solely emphasizing these pharmacological interventions. Overall, I enjoyed reading through these case studies and I plan to utilize them in my Anatomy and Physiology courses.

Reviewed by Richard Tarpey, Assistant Professor, Middle Tennessee State University on 5/11/21

As a case study book, there is no index or glossary. However, medical and technical terms provide a useful link to definitions and explanations that will prove useful to students unfamiliar with the terms. The information provided is appropriate for entry-level health care students. The book includes important health problems, but I would like to see coverage of at least one more chronic/lifestyle issue such as diabetes. The book covers adult issues only.

Content is accurate without bias

The content of the book is relevant and up-to-date. It addresses conditions that are prevalent in today's population among adults. There are no pediatric cases, but this does not significantly detract from the usefulness of the text. The format of the book lends to easy updating of data or information.

The book is written with clarity and is easy to read. The writing style is accessible and technical terminology is explained with links to more information.

Consistency is present. Lack of consistency is typically a problem with case study texts, but this book is consistent with presentation, format, and terminology throughout each of the eight cases.

The book has high modularity. Each of the case studies can be used independently from the others providing flexibility. Additionally, each case study can be partitioned for specific learning objectives based on the learning objectives of the course or module.

The book is well organized, presenting students conceptually with differing patient flow patterns through a hospital. The patient information provided at the beginning of each case is a wonderful mechanism for providing personal context for the students as they consider the issues. Many case studies focus on the problem and the organization without students getting a patient's perspective. The patient perspective is well represented in these cases.

The navigation through the cases is good. There are some terminology and procedure hyperlinks within the cases that do not work when accessed. This is troubling if you intend to use the text for entry-level health care students since many of these links are critical for a full understanding of the case.

There are some non-US variants of spelling and a few grammatical errors, but these do not detract from the content of the messages of each case.

The book is inclusive of differing backgrounds and perspectives. No insensitive or offensive references were found.

I like this text for its application flexibility. The book is useful for non-clinical healthcare management students to introduce various healthcare-related concepts and terminology. The content is also helpful for the identification of healthcare administration managerial issues for students to consider. The book has many applications.

Reviewed by Paula Baldwin, Associate Professor/Communication Studies, Western Oregon University on 5/10/21

The different case studies fall on a range, from crisis care to chronic illness care. read more

The different case studies fall on a range, from crisis care to chronic illness care.

The contents seems to be written as they occurred to represent the most complete picture of each medical event's occurence.

These case studies are from the Canadian medical system, but that does not interfere with it's applicability.

It is written for a medical audience, so the terminology is mostly formal and technical.

Some cases are shorter than others and some go in more depth, but it is not problematic.

The eight separate case studies is the perfect size for a class in the quarter system. You could combine this with other texts, videos or learning modalities, or use it alone.

As this is a case studies book, there is not a need for a logical progression in presentation of topics.

No problems in terms of interface.

I have not seen any grammatical errors.

I did not see anything that was culturally insensitive.

I used this in a Health Communication class and it has been extraordinarily successful. My studies are analyzing the messaging for the good, the bad, and the questionable. The case studies are widely varied and it gives the class insights into hospital experiences, both front and back stage, that they would not normally be able to examine. I believe that because it is based real-life medical incidents, my students are finding the material highly engaging.

Reviewed by Marlena Isaac, Instructor, Aiken Technical College on 4/23/21

This text is great to walk through patient care with entry level healthcare students. The students are able to take in the information, digest it, then provide suggestions to how they would facilitate patient healing. Then when they are faced with... read more

The case studies provided accurate information that relates to the named disease.

It is relevant to health care studies and the development of critical thinking.

Cases are straightforward with great clinical information.

Clinical information is provided concisely.

Appropriate for clinical case study.

Presented to facilitate information gathering.

Takes a while to navigate in the browser.

Cultural Relevance rating: 1

Text lacks adequate representation of minorities.

Reviewed by Kim Garcia, Lecturer III, University of Texas Rio Grande Valley on 11/16/20

The book has 8 case studies, so obviously does not cover the whole of medicine, but the cases provided are descriptive and well developed. Cases are presented at different levels of difficulty, making the cases appropriate for students at different levels of clinical knowledge. The human element of both patient and health care provider is well captured. The cases are presented with a focus on interprofessional interaction and collaboration, more so than teaching medical content.

Content is accurate and un-biased. No errors noted. Most diagnostic and treatment information is general so it will remain relevant over time. The content of these cases is more appropriate for teaching interprofessional collaboration and less so for teaching the medical care for each diagnosis.

The content is relevant to a variety of different types of health care providers (nurses, radiologic technicians, medical laboratory personnel, etc) and due to the general nature of the cases, will remain relevant over time.

Easy to read. Clear headings are provided for sections of each case study and these section headings clearly tell when time has passed or setting has changed. Enough description is provided to help set the scene for each part of the case. Much of the text is written in the form of dialogue involving patient, family and health care providers, making it easy to adapt for role play. Medical jargon is limited and links for medical terms are provided to other resources that expound on medical terms used.

The text is consistent in structure of each case. Learning objectives are provided. Cases generally start with the patient at home and move with the patient through admission, testing and treatment, using a variety of healthcare services and encountering a variety of personnel.

The text is modular. Cases could be used individually within a unit on the given disease process or relevant sections of a case could be used to illustrate a specific point. The appendix is helpful in locating content specific to a certain diagnosis or a certain type of health care provider.

Each case follows a patient in a logical, chronologic fashion. A clear table of contents and appendix are provided which allows the user to quickly locate desired content. It would be helpful if the items in the table of contents and appendix were linked to the corresponding section of the text.

The hyperlinks to content outside this book work, however using the back arrow on your browser returns you to the front page of the book instead of to the point at which you left the text. I would prefer it if the hyperlinks opened in a new window or tab so closing that window or tab would leave you back where you left the text.

No grammatical errors were noted.

The text is culturally inclusive and appropriate. Characters, both patients and care givers are of a variety of races, ethnicities, ages and backgrounds.

I enjoyed reading the cases and reviewing this text. I can think of several ways in which I will use this content.

Reviewed by Raihan Khan, Instructor/Assistant Professor, James Madison University on 11/3/20

The book contains several important health issues, however still missing some chronic health issues that the students should learn before they join the workforce, such as diabetes-related health issues suffered by the patients. read more

The health information contained in the textbook is mostly accurate.

I think the book is written focusing on the current culture and health issues faced by the patients. To keep the book relevant in the future, the contexts especially the culture/lifestyle/health care modalities, etc. would need to be updated regularly.

The language is pretty simple, clear, and easy to read.

There is no complaint about consistency. One of the main issues of writing a book, consistency was well managed by the authors.

The book is easy to explore based on how easy the setup is. Students can browse to the specific section that they want to read without much hassle of finding the correct information.

The organization is simple but effective. The authors organized the book based on what can happen in a patient's life and what possible scenarios students should learn about the disease. From that perspective, the book does a good job.

The interface is easy and simple to navigate. Some links to external sources might need to be updated regularly since those links are subject to change that is beyond the author's control. It's frustrating for the reader when the external link shows no information.

The book is free of any major language and grammatical errors.

The book might do a little better in cultural competency. e.g. Last name Singh is mainly for Sikh people. In the text Harj and Priya Singh are Muslim. the authors can consult colleagues who are more familiar with those cultures and revise some cultural aspects of the cases mentioned in the book.

The book is a nice addition to the open textbook world. Hope to see more health issues covered by the book.

Reviewed by Ryan Sheryl, Assistant Professor, California State University, Dominguez Hills on 7/16/20

This text contains 8 medical case studies that reflect best practices at the time of publication. The text identifies 5 overarching learning objectives: interprofessional collaboration, client centered care, evidence-based practice, quality improvement, and informatics. While the case studies do not cover all medical conditions or bodily systems, the book is thorough in conveying details of various patients and medical team members in a hospital environment. Rather than an index or glossary at the end of the text, it contains links to outside websites for more information on medical tests and terms referenced in the cases.

The content provided is reflective of best practices in patient care, interdisciplinary collaboration, and communication at the time of publication. It is specifically accurate for the context of hospitals in Canada. The links provided throughout the text have the potential to supplement with up-to-date descriptions and definitions, however, many of them are broken (see notes in Interface section).

The content of the case studies reflects the increasingly complex landscape of healthcare, including a variety of conditions, ages, and personal situations of the clients and care providers. The text will require frequent updating due to the rapidly changing landscape of society and best practices in client care. For example, a future version may include inclusive practices with transgender clients, or address ways medical racism implicitly impacts client care (see notes in Cultural Relevance section).

The text is written clearly and presents thorough, realistic details about working and being treated in an acute hospital context.

The text is very straightforward. It is consistent in its structure and flow. It uses consistent terminology and follows a structured framework throughout.

Being a series of 8 separate case studies, this text is easily and readily divisible into smaller sections. The text was designed to be taken apart and used piece by piece in order to serve various learning contexts. The parts of each case study can also be used independently of each other to facilitate problem solving.

The topics in the case studies are presented clearly. The structure of each of the case studies proceeds in a similar fashion. All of the cases are set within the same hospital so the hospital personnel and service providers reappear across the cases, giving a textured portrayal of the experiences of the various service providers. The cases can be used individually, or one service provider can be studied across the various studies.

The text is very straightforward, without complex charts or images that could become distorted. Many of the embedded links are broken and require updating. The links that do work are a very useful way to define and expand upon medical terms used in the case studies.

Grammatical errors are minimal and do not distract from the flow of the text. In one instance the last name Singh is spelled Sing, and one patient named Fred in the text is referred to as Frank in the appendix.

The cases all show examples of health care personnel providing compassionate, client-centered care, and there is no overt discrimination portrayed. Two of the clients are in same-sex marriages and these are shown positively. It is notable, however, that the two cases presenting people of color contain more negative characteristics than the other six cases portraying Caucasian people. The people of color are the only two examples of clients who smoke regularly. In addition, the Indian client drinks and is overweight, while the First Nations client is the only one in the text to have a terminal diagnosis. The Indian client is identified as being Punjabi and attending a mosque, although there are only 2% Muslims in the Punjab province of India. Also, the last name Singh generally indicates a person who is a Hindu or Sikh, not Muslim.

Reviewed by Monica LeJeune, RN Instructor, LSUE on 4/24/20

Has comprehensive unfolding case studies that guide the reader to recognize and manage the scenario presented. Assists in critical thinking process. read more

Has comprehensive unfolding case studies that guide the reader to recognize and manage the scenario presented. Assists in critical thinking process.

Accurately presents health scenarios with real life assessment techniques and patient outcomes.

Relevant to nursing practice.

Clearly written and easily understood.

Consistent with healthcare terminology and framework

Has a good reading flow.

Topics presented in logical fashion

Easy to read.

No grammatical errors noted.

Text is not culturally insensitive or offensive.

Good book to have to teach nursing students.

Reviewed by april jarrell, associate professor, J. Sargeant Reynolds Community College on 1/7/20

The text is a great case study tool that is appropriate for nursing school instructors to use in aiding students to learn the nursing process. read more

The text is a great case study tool that is appropriate for nursing school instructors to use in aiding students to learn the nursing process.

The content is accurate and evidence based. There is no bias noted

The content in the text is relevant, up to date for nursing students. It will be easy to update content as needed because the framework allows for addition to the content.

The text is clear and easy to understand.

Framework and terminology is consistent throughout the text; the case study is a continual and takes the student on a journey with the patient. Great for learning!

The case studies can be easily divided into smaller sections to allow for discussions, and weekly studies.

The text and content progress in a logical, clear fashion allowing for progression of learning.

No interface issues noted with this text.

No grammatical errors noted in the text.

No racial or culture insensitivity were noted in the text.

I would recommend this text be used in nursing schools. The use of case studies are helpful for students to learn and practice the nursing process.

Reviewed by Lisa Underwood, Practical Nursing Instructor, NTCC on 12/3/19

The text provides eight comprehensive case studies that showcase the different viewpoints of the many roles involved in patient care. It encompasses the most common seen diagnoses seen across healthcare today. Each case study comes with its own set of learning objectives that can be tweaked to fit several allied health courses. Although the case studies are designed around the Canadian Healthcare System, they are quite easily adaptable to fit most any modern, developed healthcare system.

Content Accuracy rating: 3

Overall, the text is quite accurate. There is one significant error that needs to be addressed. It is located in the DVT case study. In the study, a popliteal artery clot is mislabeled as a DVT. DVTs are located in veins, not in arteries. That said, the case study on the whole is quite good. This case study could be used as a learning tool in the classroom for discussion purposes or as a way to test student understanding of DVTs, on example might be, "Can they spot the error?"

At this time, all of the case studies within the text are current. Healthcare is an ever evolving field that rests on the best evidence based practice. Keeping that in mind, educators can easily adapt the studies as the newest evidence emerges and changes practice in healthcare.

All of the case studies are well written and easy to understand. The text includes several hyperlinks and it also highlights certain medical terminology to prompt readers as a way to enhance their learning experience.

Across the text, the language, style, and format of the case studies are completely consistent.

The text is divided into eight separate case studies. Each case study may be used independently of the others. All case studies are further broken down as the focus patient passes through each aspect of their healthcare system. The text's modularity makes it possible to use a case study as individual work, group projects, class discussions, homework or in a simulation lab.

The case studies and the diagnoses that they cover are presented in such a way that educators and allied health students can easily follow and comprehend.

The book in itself is free of any image distortion and it prints nicely. The text is offered in a variety of digital formats. As noted in the above reviews, some of the hyperlinks have navigational issues. When the reader attempts to access them, a "page not found" message is received.

There were minimal grammatical errors. Some of which may be traced back to the differences in our spelling.

The text is culturally relevant in that it includes patients from many different backgrounds and ethnicities. This allows educators and students to explore cultural relevance and sensitivity needs across all areas in healthcare. I do not believe that the text was in any way insensitive or offensive to the reader.

By using the case studies, it may be possible to have an open dialogue about the differences noted in healthcare systems. Students will have the ability to compare and contrast the Canadian healthcare system with their own. I also firmly believe that by using these case studies, students can improve their critical thinking skills. These case studies help them to "put it all together".

Reviewed by Melanie McGrath, Associate Professor, TRAILS on 11/29/19

The text covered some of the most common conditions seen by healthcare providers in a hospital setting, which forms a solid general base for the discussions based on each case. read more

The text covered some of the most common conditions seen by healthcare providers in a hospital setting, which forms a solid general base for the discussions based on each case.

I saw no areas of inaccuracy

As in all healthcare texts, treatments and/or tests will change frequently. However, everything is currently up-to-date thus it should be a good reference for several years.

Each case is written so that any level of healthcare student would understand. Hyperlinks in the text is also very helpful.

All of the cases are written in a similar fashion.

Although not structured as a typical text, each case is easily assigned as a stand-alone.

Each case is organized clearly in an appropriate manner.

I did not see any issues.

I did not see any grammatical errors

The text seemed appropriately inclusive. There are no pediatric cases and no cases of intellectually-impaired patients, but those types of cases introduce more advanced problem-solving which perhaps exceed the scope of the text. May be a good addition to the text.

I found this text to be an excellent resource for healthcare students in a variety of fields. It would be best utilized in inter professional courses to help guide discussion.

Reviewed by Lynne Umbarger, Clinical Assistant Professor, Occupational Therapy, Emory and Henry College on 11/26/19

While the book does not cover every scenario, the ones in the book are quite common and troublesome for inexperienced allied health students. The information in the book is thorough enough, and I have found the cases easy to modify for educational purposes. The material was easily understood by the students but challenging enough for classroom discussion. There are no mentions in the book about occupational therapy, but it is easy enough to add a couple words and make inclusion simple.

Very nice lab values are provided in the case study, making it more realistic for students.

These case studies focus on commonly encountered diagnoses for allied health and nursing students. They are comprehensive, realistic, and easily understood. The only difference is that the hospital in one case allows the patient's dog to visit in the room (highly unusual in US hospitals).

The material is easily understood by allied health students. The cases have links to additional learning materials for concepts that may be less familiar or should be explored further in a particular health field.

The language used in the book is consistent between cases. The framework is the same with each case which makes it easier to locate areas that would be of interest to a particular allied health profession.

The case studies are comprehensive but well-organized. They are short enough to be useful for class discussion or a full-blown assignment. The students seem to understand the material and have not expressed that any concepts or details were missing.

Each case is set up like the other cases. There are learning objectives at the beginning of each case to facilitate using the case, and it is easy enough to pull out material to develop useful activities and assignments.

There is a quick chart in the Appendix to allow the reader to determine the professions involved in each case as well as the pertinent settings and diagnoses for each case study. The contents are easy to access even while reading the book.

As a person who attends carefully to grammar, I found no errors in all of the material I read in this book.

There are a greater number of people of different ethnicities, socioeconomic status, ages, and genders to make this a very useful book. With each case, I could easily picture the person in the case. This book appears to be Canadian and more inclusive than most American books.

I was able to use this book the first time I accessed it to develop a classroom activity for first-year occupational therapy students and a more comprehensive activity for second-year students. I really appreciate the links to a multitude of terminology and medical lab values/issues for each case. I will keep using this book.

Reviewed by Cindy Krentz, Assistant Professor, Metropolitan State University of Denver on 6/15/19

The book covers eight case studies of common inpatient or emergency department scenarios. I appreciated that they had written out the learning objectives. I liked that the patient was described before the case was started, giving some understanding of the patient's background. I think it could benefit from having a glossary. I liked how the authors included the vital signs in an easily readable bar. I would have liked to see the labs also highlighted like this. I also felt that it would have been good written in a 'what would you do next?' type of case study.

The book is very accurate in language, what tests would be prudent to run and in the day in the life of the hospital in all cases. One inaccuracy is that the authors called a popliteal artery clot a DVT. The rest of the DVT case study was great, though, but the one mistake should be changed.

The book is up to date for now, but as tests become obsolete and new equipment is routinely used, the book ( like any other health textbook) will need to be updated. It would be easy to change, however. All that would have to happen is that the authors go in and change out the test to whatever newer, evidence-based test is being utilized.

The text is written clearly and easy to understand from a student's perspective. There is not too much technical jargon, and it is pretty universal when used- for example DVT for Deep Vein Thrombosis.

The book is consistent in language and how it is broken down into case studies. The same format is used for highlighting vital signs throughout the different case studies. It's great that the reader does not have to read the book in a linear fashion. Each case study can be read without needing to read the others.

The text is broken down into eight case studies, and within the case studies is broken down into days. It is consistent and shows how the patient can pass through the different hospital departments (from the ER to the unit, to surgery, to home) in a realistic manner. The instructor could use one or more of the case studies as (s)he sees fit.

The topics are eight different case studies- and are presented very clearly and organized well. Each one is broken down into how the patient goes through the system. The text is easy to follow and logical.

The interface has some problems with the highlighted blue links. Some of them did not work and I got a 'page not found' message. That can be frustrating for the reader. I'm wondering if a glossary could be utilized (instead of the links) to explain what some of these links are supposed to explain.

I found two or three typos, I don't think they were grammatical errors. In one case I think the Canadian spelling and the United States spelling of the word are just different.

This is a very culturally competent book. In today's world, however, one more type of background that would merit delving into is the trans-gender, GLBTQI person. I was glad that there were no stereotypes.

I enjoyed reading the text. It was interesting and relevant to today's nursing student. Since we are becoming more interprofessional, I liked that we saw what the phlebotomist and other ancillary personnel (mostly different technicians) did. I think that it could become even more interdisciplinary so colleges and universities could have more interprofessional education- courses or simulations- with the addition of the nurse using social work, nutrition, or other professional health care majors.

Reviewed by Catherine J. Grott, Interim Director, Health Administration Program, TRAILS on 5/5/19

The book is comprehensive but is specifically written for healthcare workers practicing in Canada. The title of the book should reflect this. read more

The book is comprehensive but is specifically written for healthcare workers practicing in Canada. The title of the book should reflect this.

The book is accurate, however it has numerous broken online links.

Relevance/Longevity rating: 3

The content is very relevant, but some links are out-dated. For example, WHO Guidelines for Safe Surgery 2009 (p. 186) should be updated.

The book is written in clear and concise language. The side stories about the healthcare workers make the text interesting.

The book is consistent in terms of terminology and framework. Some terms that are emphasized in one case study are not emphasized (with online links) in the other case studies. All of the case studies should have the same words linked to online definitions.

Modularity rating: 3

The book can easily be parsed out if necessary. However, the way the case studies have been written, it's evident that different authors contributed singularly to each case study.

The organization and flow are good.

Interface rating: 1

There are numerous broken online links and "pages not found."

The grammar and punctuation are correct. There are two errors detected: p. 120 a space between the word "heart" and the comma; also a period is needed after Dr (p. 113).

I'm not quite sure that the social worker (p. 119) should comment that the patient and partner are "very normal people."

There are roughly 25 broken online links or "pages not found." The BC & Canadian Guidelines (p. 198) could also include a link to US guidelines to make the text more universal . The basilar crackles (p. 166) is very good. Text could be used compare US and Canadian healthcare. Text could be enhanced to teach "soft skills" and interdepartmental communication skills in healthcare.

Reviewed by Lindsey Henry, Practical Nursing Instructor, Fletcher on 5/1/19

I really appreciated how in the introduction, five learning objectives were identified for students. These objectives are paramount in nursing care and they are each spelled out for the learner. Each Case study also has its own learning... read more

As a seasoned nurse, I believe that the content regarding pathophysiology and treatments used in the case studies were accurate. I really appreciated how many of the treatments were also explained and rationales were given, which can be very helpful to facilitate effective learning for a nursing student or novice nurse.

The case studies are up to date and correlate with the current time period. They are easily understood.

I really loved how several important medical terms, including specific treatments were highlighted to alert the reader. Many interventions performed were also explained further, which is great to enhance learning for the nursing student or novice nurse. Also, with each scenario, a background and history of the patient is depicted, as well as the perspectives of the patient, patients family member, and the primary nurse. This really helps to give the reader a full picture of the day in the life of a nurse or a patient, and also better facilitates the learning process of the reader.

These case studies are consistent. They begin with report, the patient background or updates on subsequent days, and follow the patients all the way through discharge. Once again, I really appreciate how this book describes most if not all aspects of patient care on a day to day basis.

Each case study is separated into days. While they can be divided to be assigned at different points within the course, they also build on each other. They show trends in vital signs, what happens when a patient deteriorates, what happens when they get better and go home. Showing the entire process from ER admit to discharge is really helpful to enhance the students learning experience.

The topics are all presented very similarly and very clearly. The way that the scenarios are explained could even be understood by a non-nursing student as well. The case studies are very clear and very thorough.

The book is very easy to navigate, prints well on paper, and is not distorted or confusing.

I did not see any grammatical errors.

Each case study involves a different type of patient. These differences include race, gender, sexual orientation and medical backgrounds. I do not feel the text was offensive to the reader.

I teach practical nursing students and after reading this book, I am looking forward to implementing it in my classroom. Great read for nursing students!

Reviewed by Leah Jolly, Instructor, Clinical Coordinator, Oregon Institute of Technology on 4/10/19

Good variety of cases and pathologies covered. read more

Good variety of cases and pathologies covered.

Content Accuracy rating: 2

Some examples and scenarios are not completely accurate. For example in the DVT case, the sonographer found thrombus in the "popliteal artery", which according to the book indicated presence of DVT. However in DVT, thrombus is located in the vein, not the artery. The patient would also have much different symptoms if located in the artery. Perhaps some of these inaccuracies are just typos, but in real-life situations this simple mistake can make a world of difference in the patient's course of treatment and outcomes.

Good examples of interprofessional collaboration. If only it worked this way on an every day basis!

Clear and easy to read for those with knowledge of medical terminology.

Good consistency overall.

Broken up well.

Topics are clear and logical.

Would be nice to simply click through to the next page, rather than going through the table of contents each time.

Minor typos/grammatical errors.

No offensive or insensitive materials observed.

Reviewed by Alex Sargsyan, Doctor of Nursing Practice/Assistant Professor , East Tennessee State University on 10/8/18

Because of the case study character of the book it does not have index or glossary. However it has summary for each health case study outlining key elements discussed in each case study. read more

Because of the case study character of the book it does not have index or glossary. However it has summary for each health case study outlining key elements discussed in each case study.

Overall the book is accurately depicting the clinical environment. There are numerous references to external sites. While most of them are correct, some of them are not working. For example Homan’s test link is not working "404 error"

Book is relevant in its current version and can be used in undergraduate and graduate classes. That said, the longevity of the book may be limited because of the character of the clinical education. Clinical guidelines change constantly and it may require a major update of the content.

Cases are written very clearly and have realistic description of an inpatient setting.

The book is easy to read and consistent in the language in all eight cases.

The cases are very well written. Each case is subdivided into logical segments. The segments reflect different setting where the patient is being seen. There is a flow and transition between the settings.

Book has eight distinct cases. This is a great format for a book that presents distinct clinical issues. This will allow the students to have immersive experiences and gain better understanding of the healthcare environment.

Book is offered in many different formats. Besides the issues with the links mentioned above, overall navigation of the book content is very smooth.

Book is very well written and has no grammatical errors.

Book is culturally relevant. Patients in the case studies come different cultures and represent diverse ethnicities.

Reviewed by Justin Berry, Physical Therapist Assistant Program Director, Northland Community and Technical College, East Grand Forks, MN on 8/2/18

This text provides eight patient case studies from a variety of diagnoses, which can be utilized by healthcare students from multiple disciplines. The cases are comprehensive and can be helpful for students to determine professional roles, interprofessional roles, when to initiate communication with other healthcare practitioners due to a change in patient status, and treatment ideas. Some additional patient information, such as lab values, would have been beneficial to include.

Case study information is accurate and unbiased.

Content is up to date. The case studies are written in a way so that they will not be obsolete soon, even with changes in healthcare.

The case studies are well written, and can be utilized for a variety of classroom assignments, discussions, and projects. Some additional lab value information for each patient would have been a nice addition.

The case studies are consistently organized to make it easy for the reader to determine the framework.

The text is broken up into eight different case studies for various patient diagnoses. This design makes it highly modular, and would be easy to assign at different points of a course.

The flow of the topics are presented consistently in a logical manner. Each case study follows a patient chronologically, making it easy to determine changes in patient status and treatment options.

The text is free of interface issues, with no distortion of images or charts.

The text is not culturally insensitive or offensive in any way. Patients are represented from a variety of races, ethnicities, and backgrounds

This book would be a good addition for many different health programs.

Reviewed by Ann Bell-Pfeifer, Instructor/Program Director, Minnesota State Community and Technical College on 5/21/18

The book gives a comprehensive overview of many types of cases for patient conditions. Emergency Room patients may arrive with COPD, heart failure, sepsis, pneumonia, or as motor vehicle accident victims. It is directed towards nurses, medical laboratory technologists, medical radiology technologists, and respiratory therapists and their roles in caring for patients. Most of the overview is accurate. One suggestion is to provide an embedded radiologist interpretation of the exams which are performed which lead to the patients diagnosis.

Overall the book is accurate. Would like to see updates related to the addition of direct radiography technology which is commonly used in the hospital setting.

Many aspects of medicine will remain constant. The case studies seem fairly accurate and may be relevant for up to 3 years. Since technology changes so quickly in medicine, the CT and x-ray components may need minor updates within a few years.

The book clarity is excellent.

The case stories are consistent with each scenario. It is easy to follow the structure and learn from the content.

The book is quite modular. It is easy to break it up into cases and utilize them individually and sequentially.

The cases are listed by disease process and follow a logical flow through each condition. They are easy to follow as they have the same format from the beginning to the end of each case.

The interface seems seamless. Hyperlinks are inserted which provide descriptions and references to medical procedures and in depth definitions.

The book is free of most grammatical errors. There is a place where a few words do not fit the sentence structure and could be a typo.

The book included all types of relationships and ethnic backgrounds. One type which could be added is a transgender patient.

I think the book was quite useful for a variety of health care professionals. The authors did an excellent job of integrating patient cases which could be applied to the health care setting. The stories seemed real and relevant. This book could be used to teach health care professionals about integrated care within the emergency department.

Reviewed by Shelley Wolfe, Assistant Professor, Winona State University on 5/21/18

This text is comprised of comprehensive, detailed case studies that provide the reader with multiple character views throughout a patient’s encounter with the health care system. The Table of Contents accurately reflected the content. It should be noted that the authors include a statement that conveys that this text is not like traditional textbooks and is not meant to be read in a linear fashion. This allows the educator more flexibility to use the text as a supplement to enhance learning opportunities.

The content of the text appears accurate and unbiased. The “five overarching learning objectives” provide a clear aim of the text and the educator is able to glean how these objectives are captured into each of the case studies. While written for the Canadian healthcare system, this text is easily adaptable to the American healthcare system.

Overall, the content is up-to-date and the case studies provide a variety of uses that promote longevity of the text. However, not all of the blue font links (if using the digital PDF version) were still in working order. I encountered links that led to error pages or outdated “page not found” websites. While the links can be helpful, continued maintenance of these links could prove time-consuming.

I found the text easy to read and understand. I enjoyed that the viewpoints of all the different roles (patient, nurse, lab personnel, etc.) were articulated well and allowed the reader to connect and gain appreciation of the entire healthcare team. Medical jargon was noted to be appropriate for the intended audience of this text.

The terminology and organization of this text is consistent.

The text is divided into 8 case studies that follow a similar organizational structure. The case studies can further be divided to focus on individual learning objectives. For example, the case studies could be looked at as a whole for discussing communication or could be broken down into segments to focus on disease risk factors.

The case studies in this text follow a similar organizational structure and are consistent in their presentation. The flow of individual case studies is excellent and sets the reader on a clear path. As noted previously, this text is not meant to be read in a linear fashion.

This text is available in many different forms. I chose to review the text in the digital PDF version in order to use the embedded links. I did not encounter significant interface issues and did not find any images or features that would distract or confuse a reader.

No significant grammatical errors were noted.

The case studies in this text included patients and healthcare workers from a variety of backgrounds. Educators and students will benefit from expanding the case studies to include discussions and other learning opportunities to help develop culturally-sensitive healthcare providers.

I found the case studies to be very detailed, yet written in a way in which they could be used in various manners. The authors note a variety of ways in which the case studies could be employed with students; however, I feel the authors could also include that the case studies could be used as a basis for simulated clinical experiences. The case studies in this text would be an excellent tool for developing interprofessional communication and collaboration skills in a variety healthcare students.

Reviewed by Darline Foltz, Assistant Professor, University of Cincinnati - Clermont College on 3/27/18

This book covers all areas listed in the Table of Contents. In addition to the detailed patient case studies, there is a helpful section of "How to Use this Resource". I would like to note that this resource "aligns with the open textbooks... read more

The book appears to be accurate. Although one of the learning outcomes is as follows: "Demonstrate an understanding of the Canadian healthcare delivery system.", I did not find anything that is ONLY specific to the Canadian healthcare delivery system other than some of the terminology, i.e. "porter" instead of "transporter" and a few french words. I found this to make the book more interesting for students rather than deter from it. These are patient case studies that are relevant in any country.

The content is up-to-date. Changes in medical science may occur, i.e. a different test, to treat a diagnosis that is included in one or more of the case studies, however, it would be easy and straightforward to implement these changes.

This book is written in lucid, accessible prose. The technical/medical terminology that is used is appropriate for medical and allied health professionals. Something that would improve this text would to provide a glossary of terms for the terms in blue font.

This book is consistent with current medical terminology

This text is easily divided into each of the 6 case studies. The case studies can be used singly according to the body system being addressed or studied.

Because this text is a collection of case studies, flow doesn't pertain, however the organization and structure of the case studies are excellent as they are clear and easy to read.

There are no distractions in this text that would distract or confuse the reader.

I did not identify any grammatical errors.

This text is not culturally insensitive or offensive in any way and uses patients and healthcare workers that are of a variety of races, ethnicities and backgrounds.

I believe that this text would not only be useful to students enrolled in healthcare professions involved in direct patient care but would also be useful to students in supporting healthcare disciplines such as health information technology and management, medical billing and coding, etc.

Introduction

Case Study #1: Chronic Obstructive Pulmonary Disease (COPD)

Learning Objectives
Patient: Erin Johns
Emergency Room

Case Study #2: Pneumonia

Day 0: Emergency Room
Day 1: Emergency Room
Day 1: Medical Ward
Day 2: Medical Ward
Day 3: Medical Ward
Day 4: Medical Ward

Case Study #3: Unstable Angina (UA)

Patient: Harj Singh

Case Study #4: Heart Failure (HF)

Patient: Meryl Smith
In the Supermarket
Day 0: Medical Ward

Case Study #5: Motor Vehicle Collision (MVC)

Patient: Aaron Knoll
Crash Scene
Operating Room
Post Anaesthesia Care Unit (PACU)
Surgical Ward

Case Study #6: Sepsis

Patient: George Thomas
Sleepy Hollow Care Facility

Case Study #7: Colon Cancer

Patient: Fred Johnson
Two Months Ago
Pre-Surgery Admission

Case Study #8: Deep Vein Thrombosis (DVT)

Patient: Jamie Douglas

Appendix: Overview About the Authors

Ancillary Material

About the book.

Health Case Studies is composed of eight separate health case studies. Each case study includes the patient narrative or story that models the best practice (at the time of publishing) in healthcare settings. Associated with each case is a set of specific learning objectives to support learning and facilitate educational strategies and evaluation.

The case studies can be used online in a learning management system, in a classroom discussion, in a printed course pack or as part of a textbook created by the instructor. This flexibility is intentional and allows the educator to choose how best to convey the concepts presented in each case to the learner.

Because these case studies were primarily developed for an electronic healthcare system, they are based predominantly in an acute healthcare setting. Educators can augment each case study to include primary healthcare settings, outpatient clinics, assisted living environments, and other contexts as relevant.

About the Contributors

Glynda Rees teaches at the British Columbia Institute of Technology (BCIT) in Vancouver, British Columbia. She completed her MSN at the University of British Columbia with a focus on education and health informatics, and her BSN at the University of Cape Town in South Africa. Glynda has many years of national and international clinical experience in critical care units in South Africa, the UK, and the USA. Her teaching background has focused on clinical education, problem-based learning, clinical techniques, and pharmacology.

Glynda‘s interests include the integration of health informatics in undergraduate education, open accessible education, and the impact of educational technologies on nursing students’ clinical judgment and decision making at the point of care to improve patient safety and quality of care.

Faculty member in the critical care nursing program at the British Columbia Institute of Technology (BCIT) since 2003, Rob has been a critical care nurse for over 25 years with 17 years practicing in a quaternary care intensive care unit. Rob is an experienced educator and supports student learning in the classroom, online, and in clinical areas. Rob’s Master of Education from Simon Fraser University is in educational technology and learning design. He is passionate about using technology to support learning for both faculty and students.

Part of Rob’s faculty position is dedicated to providing high fidelity simulation support for BCIT’s nursing specialties program along with championing innovative teaching and best practices for educational technology. He has championed the use of digital publishing and was the tech lead for Critical Care Nursing’s iPad Project which resulted in over 40 multi-touch interactive textbooks being created using Apple and other technologies.

Rob has successfully completed a number of specialist certifications in computer and network technologies. In 2015, he was awarded Apple Distinguished Educator for his innovation and passionate use of technology to support learning. In the past five years, he has presented and published abstracts on virtual simulation, high fidelity simulation, creating engaging classroom environments, and what the future holds for healthcare and education.

Janet Morrison is the Program Head of Occupational Health Nursing at the British Columbia Institute of Technology (BCIT) in Burnaby, British Columbia. She completed a PhD at Simon Fraser University, Faculty of Communication, Art and Technology, with a focus on health information technology. Her dissertation examined the effects of telehealth implementation in an occupational health nursing service. She has an MA in Adult Education from St. Francis Xavier University and an MA in Library and Information Studies from the University of British Columbia.

Janet’s research interests concern the intended and unintended impacts of health information technologies on healthcare students, faculty, and the healthcare workforce.

She is currently working with BCIT colleagues to study how an educational clinical information system can foster healthcare students’ perceptions of interprofessional roles.

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Writing a case report...

Writing a case report in 10 steps

Related content
Peer review
Victoria Stokes , foundation year 2 doctor, trauma and orthopaedics, Basildon Hospital ,
Caroline Fertleman , paediatrics consultant, The Whittington Hospital NHS Trust
victoria.stokes1{at}nhs.net

Victoria Stokes and Caroline Fertleman explain how to turn an interesting case or unusual presentation into an educational report

It is common practice in medicine that when we come across an interesting case with an unusual presentation or a surprise twist, we must tell the rest of the medical world. This is how we continue our lifelong learning and aid faster diagnosis and treatment for patients.

It usually falls to the junior to write up the case, so here are a few simple tips to get you started.

First steps

Begin by sitting down with your medical team to discuss the interesting aspects of the case and the learning points to highlight. Ideally, a registrar or middle grade will mentor you and give you guidance. Another junior doctor or medical student may also be keen to be involved. Allocate jobs to split the workload, set a deadline and work timeframe, and discuss the order in which the authors will be listed. All listed authors should contribute substantially, with the person doing most of the work put first and the guarantor (usually the most senior team member) at the end.

Getting consent

Gain permission and written consent to write up the case from the patient or parents, if your patient is a child, and keep a copy because you will need it later for submission to journals.

Information gathering

Gather all the information from the medical notes and the hospital’s electronic systems, including copies of blood results and imaging, as medical notes often disappear when the patient is discharged and are notoriously difficult to find again. Remember to anonymise the data according to your local hospital policy.

Write up the case emphasising the interesting points of the presentation, investigations leading to diagnosis, and management of the disease/pathology. Get input on the case from all members of the team, highlighting their involvement. Also include the prognosis of the patient, if known, as the reader will want to know the outcome.

Coming up with a title

Discuss a title with your supervisor and other members of the team, as this provides the focus for your article. The title should be concise and interesting but should also enable people to find it in medical literature search engines. Also think about how you will present your case study—for example, a poster presentation or scientific paper—and consider potential journals or conferences, as you may need to write in a particular style or format.

Background research

Research the disease/pathology that is the focus of your article and write a background paragraph or two, highlighting the relevance of your case report in relation to this. If you are struggling, seek the opinion of a specialist who may know of relevant articles or texts. Another good resource is your hospital library, where staff are often more than happy to help with literature searches.

How your case is different

Move on to explore how the case presented differently to the admitting team. Alternatively, if your report is focused on management, explore the difficulties the team came across and alternative options for treatment.

Finish by explaining why your case report adds to the medical literature and highlight any learning points.

Writing an abstract

The abstract should be no longer than 100-200 words and should highlight all your key points concisely. This can be harder than writing the full article and needs special care as it will be used to judge whether your case is accepted for presentation or publication.

Discuss with your supervisor or team about options for presenting or publishing your case report. At the very least, you should present your article locally within a departmental or team meeting or at a hospital grand round. Well done!

Competing interests: We have read and understood BMJ’s policy on declaration of interests and declare that we have no competing interests.

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The Ultimate Patient Case Presentation Template for Med Students

by Neelesh Bagrodia
Apr 06, 2024
Reviewed by: Amy Rontal, MD

Knowing how to deliver a patient presentation is one of the most important skills to learn on your journey to becoming a physician. After all, when you’re on a medical team, you’ll need to convey all the critical information about a patient in an organized manner without any gaps in knowledge transfer.

One big caveat: opinions about the correct way to present a patient are highly personal and everyone is slightly different. Additionally, there’s a lot of variation in presentations across specialties, and even for ICU vs floor patients.

My goal with this blog is to give you the most complete version of a patient presentation, so you can tailor your presentations to the preferences of your attending and team. So, think of what follows as a model for presenting any general patient.

Here’s a breakdown of what goes into the typical patient presentation.

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7 Ingredients for a Patient Case Presentation Template

1. the one-liner.

The one-liner is a succinct sentence that primes your listeners to the patient.

A typical format is: “[Patient name] is a [age] year-old [gender] with past medical history of [X] presenting with [Y].

2. The Chief Complaint

This is a very brief statement of the patient’s complaint in their own words. A common pitfall is when medical students say that the patient had a chief complaint of some medical condition (like cholecystitis) and the attending asks if the patient really used that word!

An example might be, “Patient has chief complaint of difficulty breathing while walking.”

3. History of Present Illness (HPI)

The goal of the HPI is to illustrate the story of the patient’s complaint.

I remember when I first began medical school, I had a lot of trouble determining what was relevant and ended up giving a lot of extra details. Don’t worry if you have the same issue. With time, you’ll learn which details are important.

The OPQRST Framework

In the beginning of your clinical experience, a helpful framework to use is OPQRST:

Describe when the issue started, and if it occurs during certain environmental or personal exposures.

P rovocative

Report if there are any factors that make the pain better or worse. These can be broad, like noting their shortness of breath worsened when lying flat, or their symptoms resolved during rest.

Relay how the patient describes their pain or associated symptoms. For example, does the patient have a burning versus a pressure sensation? Are they feeling weakness, stiffness, or pain?

R egion/Location

Indicate where the pain is located and if it radiates anywhere.

Talk about how bad the pain is for the patient. Typically, a 0-10 pain scale is useful to provide some objective measure.

Discuss how long the pain lasts and how often it occurs.

A Case Study

While the OPQRST framework is great when starting out, it can be limiting.

Let’s take an example where the patient is not experiencing pain and comes in with altered mental status along with diffuse jaundice of the skin and a history of chronic liver disease. You will find that certain sections of OPQRST do not apply.

In this event, the HPI is still a story, but with a different framework. Try to go in chronological order. Include relevant details like if there have been any changes in medications, diet, or bowel movements.

Pertinent Positive and Negative Symptoms

Regardless of the framework you use, the name of the game is pertinent positive and negative symptoms the patient is experiencing.

I’d like to highlight the word “pertinent.” It’s less likely the patient’s chronic osteoarthritis and its management is related to their new onset shortness of breath, but it’s still important for knowing the patient’s complete medical picture. A better place to mention these details would be in the “Past Medical History” section, and reserve the HPI portion for more pertinent history.

As you become exposed to more illness scripts, experience will teach you which parts of the history are most helpful to state. Also, as you spend more time on the wards, you will pick up on which questions are relevant and important to ask during the patient interview.

By painting a clear picture with pertinent positives and negatives during your presentation, the history will guide what may be higher or lower on the differential diagnosis.

Some other important components to add are the patient’s additional past medical/surgical history, family history, social history, medications, allergies, and immunizations.

The HEADSSS Method

Particularly, the social history is an important time to describe the patient as a complete person and understand how their life story may affect their present condition.

One way of organizing the social history is the HEADSSS method:

– H ome living situation and relationships – E ducation and employment – A ctivities and hobbies – D rug use (alcohol, tobacco, cocaine, etc.) Note frequency of use, and if applicable, be sure to add which types of alcohol consumption (like beer versus hard liquor) and forms of drug use. – S exual history (partners, STI history, pregnancy plans) – S uicidality and depression – S piritual and religious history

Again, there’s a lot of variation in presenting social history, so just follow the lead of your team. For example, it’s not always necessary/relevant to obtain a sexual history, so use your judgment of the situation.

4. Review of Symptoms

Oftentimes, most elements of this section are embedded within the HPI. If there are any additional symptoms not mentioned in the HPI, it’s appropriate to state them here.

5. Objective

Vital signs.

Some attendings love to hear all five vital signs: temperature, blood pressure (mean arterial pressure if applicable), heart rate, respiratory rate, and oxygen saturation. Others are happy with “afebrile and vital signs stable.” Just find out their preference and stick to that.

Physical Exam

This is one of the most important parts of the patient presentation for any specialty. It paints a picture of how the patient looks and can guide acute management like in the case of a rigid abdomen. As discussed in the HPI section, typically you should report pertinent positives and negatives. When you’re starting out, your attending and team may prefer for you to report all findings as part of your learning.

For example, pulmonary exam findings can be reported as: “Regular chest appearance. No abnormalities on palpation. Lungs resonant to percussion. Clear to auscultation bilaterally without crackles, rhonchi, or wheezing.”

Typically, you want to report the physical exams in a head to toe format: General Appearance, Mental Status, Neurologic, Eyes/Ears/Nose/Mouth/Neck, Cardiovascular, Pulmonary, Breast, Abdominal, Genitourinary, Musculoskeletal, and Skin. Depending on the situation, additional exams can be incorporated as applicable.

Now comes reporting pertinent positive and negative labs. Several labs are often drawn upon admission. It’s easy to fall into the trap of reading off all the labs and losing everyone’s attention. Here are some pieces of advice:

You normally can’t go wrong sticking to abnormal lab values.

One qualification is that for a patient with concern for acute coronary syndrome, reporting a normal troponin is essential. Also, stating the normalization of previously abnormal lab values like liver enzymes is important.

Demonstrate trends in lab values.

A lab value is just a single point in time and does not paint the full picture. For example, a hemoglobin of 10g/dL in a patient at 15g/dL the previous day is a lot more concerning than a patient who has been stable at 10g/dL for a week.

Try to avoid editorializing in this section.

Save your analysis of the labs for the assessment section. Again, this can be a point of personal preference. In my experience, the team typically wants the raw objective data in this section.

This is also a good place to state the ins and outs of your patient (if applicable). In some patients, these metrics are strictly recorded and are typically reported as total fluid in and out over the past day followed by the net fluid balance. For example, “1L in, 2L out, net -1L over the past 24 hours.”

6. Diagnostics/Imaging

Next, you’ll want to review any important diagnostic tests and imaging. For example, describe how the EKG and echo look in a patient presenting with chest pain or the abdominal CT scan in a patient with right lower quadrant abdominal pain.

Try to provide your own interpretation to develop your skills and then include the final impression. Also, report if a diagnostic test is still pending.

7. Assessment/Plan

This is the fun part where you get to use your critical thinking (aka doctor) skills! For the scope of this blog, we’ll review a problem-based plan.

It’s helpful to begin with a summary statement that incorporates the one-liner, presenting issue(s)/diagnosis(es), and patient stability.

Then, go through all the problems relevant to the admission. You can impress your audience by casting a wide differential diagnosis and going through the elements of your patient presentation that support one diagnosis over another.

Following your assessment, try to suggest a management plan. In a patient with congestive heart failure exacerbation, initiating a diuresis regimen and measuring strict ins/outs are good starting points.

You may even suggest a follow-up on their latest ejection fraction with an echo and check if they’re on guideline-directed medical therapy. Again, with more time on the clinical wards you’ll start to pick up on what management plan to suggest.

One pointer is to talk about all relevant problems, not just the presenting issue. For example, a patient with diabetes may need to be put on a sliding scale insulin regimen or another patient may require physical/occupational therapy. Just try to stay organized and be comprehensive.

A Note About Patient Presentation Skills

When you’re doing your first patient presentations, it’s common to feel nervous. There may be a lot of “uhs” and “ums.”

Here’s the good news: you don’t have to be perfect! You just need to make a good faith attempt and keep on going with the presentation.

With time, your confidence will build. Practice your fluency in the mirror when you have a chance. No one was born knowing medicine and everyone has gone through the same stages of learning you are!

Practice your presentation a couple times before you present to the team if you have time. Pull a resident aside if they have the bandwidth to make sure you have all the information you need.

One big piece of advice: NEVER LIE. If you don’t know a specific detail, it’s okay to say, “I’m not sure, but I can look that up.” Someone on your team can usually retrieve the information while you continue on with your presentation.

Example Patient Case Presentation Template

Here’s a blank patient case presentation template that may come in handy. You can adapt it to best fit your needs.

Chief Complaint:

History of Present Illness:

Past Medical History:

Past Surgical History:

Family History:

Social History:

Medications:

Immunizations:

Vital Signs : Temp ___ BP ___ /___ HR ___ RR ___ O2 sat ___

Physical Exam:

General Appearance:

Mental Status:

Neurological:

Eyes, Ears, Nose, Mouth, and Neck:

Cardiovascular:

Genitourinary:

Musculoskeletal:

Most Recent Labs:

Previous Labs:

Diagnostics/Imaging:

Impression/Interpretation:

Assessment/Plan:

One-line summary:

#Problem 1:

Assessment:

#Problem 2:

Final Thoughts on Patient Presentations

I hope this post demystified the patient presentation for you. Be sure to stay organized in your delivery and be flexible with the specifications your team may provide.

Something I’d like to highlight is that you may need to tailor the presentation to the specialty you’re on. For example, on OB/GYN, it’s important to include a pregnancy history. Nonetheless, the aforementioned template should set you up for success from a broad overview perspective.

Stay tuned for my next post on how to give an ICU patient presentation. And if you’d like me to address any other topics in a blog, write to me at [email protected] !

Looking for more (free!) content to help you through clinical rotations? Check out these other posts from Blueprint tutors on the Med School blog:

How I Balanced My Clinical Rotations with Shelf Exam Studying
How (and Why) to Use a Qbank to Prepare for USMLE Step 2
How to Study For Shelf Exams: A Tutor’s Guide

About the Author

Hailing from Phoenix, AZ, Neelesh is an enthusiastic, cheerful, and patient tutor. He is a fourth year medical student at the Keck School of Medicine of the University of Southern California and serves as president for the Class of 2024. He is applying to surgery programs for residency. He also graduated as valedictorian of his high school and the USC Viterbi School of Engineering, obtaining a B.S. in Biomedical Engineering in 2020. He discovered his penchant for teaching when he began tutoring his friends for the SAT and ACT in the summer of 2015 out of his living room. Outside of the academic sphere, Neelesh enjoys surfing at San Onofre Beach and hiking in the Santa Monica Mountains. Twitter: @NeeleshBagrodia LinkedIn: http://www.linkedin.com/in/neelesh-bagrodia

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Patient Case Study

Case studies are a qualitative research method that offers a complete and in-depth look into some of the situations that baffled medical science. They document the cases that escape the ordinary in a hospital that has seen a manifold of plights. They serve as cautionary tales of the intricacy in dealing with human health.

It is a well-established empirical research approach that illuminates a stand-out case of a subject or a group of subjects. In the end, it seeks to introduce new information for the understanding of the nature of a disease or medical condition in the context of someone who has lived it. Patient case studies make a difference in the medical arena by reporting clinical interactions that can improve medical practices, suggest new health projects, as well as provide a new research direction. By looking at an event as it exists in the natural setting, case studies shed understanding on a complex medical phenomenon.

Case Study Pitfalls

Writing case studies can be no different than writing a research paper, with a few tweaks in the paper’s template and format. However, there are different blunders to avoid in preparing your report.

Since it documents stand-out clinical interactions where a single person or a few number of people are a party of, the findings may not be valid for generalization for a wider population. Therefore, you should avoid making motherhood statements and misleading conclusions just to make your study seem relevant where it isn’t. Your findings should stick to the evidence and data that you possess.

Because you are studying a case valid only for some people as of the moment, you should indicate the general scope and limitation of your work. The scenario might be different when placed in a different context. You should be honest in reporting the information about your study. Disclose the limits of your findings.

You are working on limited information. You should look into all of the possible explanations for the medical condition at hand. If a plight can be explained by more than one reason, then you have to look into the less obvious but similarly compelling explanations. Make your case study as informative as possible.

Case For Generalization

You cannot generalize a population using one case study. However, multiple case study contains two or more cases under the point of interest can give you a replicated result. When the findings remain true for several cases under this research method, your case study’s results become more reliable.

10+ Patient Case Study Examples

Medical practitioners use case studies to examine a medical condition in the context of a research question. They perform research and analyses that adhere to the scientific method of investigation and abide by ethical research protocols. The following are case study samples and guides on case presentation.

1. Patient Information for Single Case Studies Example

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2. Sample Case Study Base on Acttual Patient Example

3. Ethical Legal Analysis of Patient Case Study Example

Size: 144 KB

4. Patient Audit Case Study Example

Patient Clinical Audit Case Study Example

Size: 105 KB

5. Brain Injury Patient Case Study Example

Size: 703 KB

6. Simple Patient Case Studies Example

Size: 71 KB

7. Cellulitis Patient Case Study Example

8. Not-for-Profit Hospital Patient Case Study Example

Size: 282 KB

9. Case Study of a Narcoleptic Patient Example

Size: 466 KB

10. Drugs Patient Case Study Example

Size: 611 KB

11. Patient Case Study in DOC

Size: 19 KB

Writing Your Patient Case Study

Since patient case studies are generally descriptive , they are under the a phenomenological principle. This means that subjectivity is entertained and allowed in research design. The medical scenarios are open to the researcher’s interpretation and input of insights. The following are reminders on how to prepare your case study analysis .

1. Work on Your Introduction

Select a case. You have to identify your focus and scope for the study. Like other research papers, you should prepare a research outline that guide you during the whole study duration. Another thing to produce is a related literature review. You should know about what you are going to study, and if any other investigation has been done on the material. When you have properly organized your information, you will have a smooth flow of ideas.

2. Get to Know the Participants

You can have one or multiple case participants. While other research methods boast of data credibility and generalizability, the small number of subjects in a case study is working for its advantage. The researcher is more attentive about his or her participants, and in-depth treatment of the study will not be very difficult. What case studies lack in generalized conclusions, they make up for thorough analysis of a subject matter.

3. Perform Data Analyses Method

Your results will depend on your interpretation of the raw data. Some researchers interpret their study data as the big picture while others dive into each pixel of the image. Be sure to extrapolate on all the possibilities that could help make sense of your case. You can compare your findings with present literature. Leave no stone unturned as you get down to the bottom of the investigation. Your data is only as good as your explanation.

4. Report the Case Study Results

Your patient case analysis is an investigation of a medical plight or case. When you present your findings, you have to balance the description of the situation and the detailing of the analyses. You have to illustrate how and why you came to a conclusion by providing the necessary background information. In the end, you can suggest future research or improvement built on what you have accomplished in this case study.

Against evidence-and-experiment-based research methods, case studies seem to have the lower end of the stick on the issue of reliability. However, case studies offer a comprehensive and exhaustive treatment on a complicated subject matter in a real-life setting. This research method lets you gain an appreciation for a concept beyond what cold, hard facts can provide. There is no single approach to science and knowledge.

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Patient Case #1: 27-Year-Old Woman With Bipolar Disorder

Theresa Cerulli, MD
Tina Matthews-Hayes, DNP, FNP, PMHNP

Custom Around the Practice Video Series

Experts in psychiatry review the case of a 27-year-old woman who presents for evaluation of a complex depressive disorder.

EP: 1 . Patient Case #1: 27-Year-Old Woman With Bipolar Disorder

Ep: 2 . clinical significance of bipolar disorder, ep: 3 . clinical impressions from patient case #1, ep: 4 . diagnosis of bipolar disorder, ep: 5 . treatment options for bipolar disorder, ep: 6 . patient case #2: 47-year-old man with treatment resistant depression (trd), ep: 7 . patient case #2 continued: novel second-generation antipsychotics, ep: 8 . role of telemedicine in bipolar disorder.

Michael E. Thase, MD : Hello and welcome to this Psychiatric Times™ Around the Practice , “Identification and Management of Bipolar Disorder. ”I’m Michael Thase, professor of psychiatry at the Perelman School of Medicine at the University of Pennsylvania in Philadelphia, Pennsylvania.

Joining me today are: Dr Gustavo Alva, the medical director of ATP Clinical Research in Costa Mesa, California; Dr Theresa Cerulli, the medical director of Cerulli and Associates in North Andover, Massachusetts; and Dr Tina Matthew-Hayes, a dual-certified nurse practitioner at Western PA Behavioral Health Resources in West Mifflin, Pennsylvania.

Today we are going to highlight challenges with identifying bipolar disorder, discuss strategies for optimizing treatment, comment on telehealth utilization, and walk through 2 interesting patient cases. We’ll also involve our audience by using several polling questions, and these results will be shared after the program.

Without further ado, welcome and let’s begin. Here’s our first polling question. What percentage of your patients with bipolar disorder have 1 or more co-occurring psychiatric condition? a. 10%, b. 10%-30%, c. 30%-50%, d. 50%-70%, or e. more than 70%.

Now, here’s our second polling question. What percentage of your referred patients with bipolar disorder were initially misdiagnosed? Would you say a. less than 10%, b. 10%-30%, c. 30%-50%, d. more than 50%, up to 70%, or e. greater than 70%.

We’re going to go ahead to patient case No. 1. This is a 27-year-old woman who’s presented for evaluation of a complex depressive syndrome. She has not benefitted from 2 recent trials of antidepressants—sertraline and escitalopram. This is her third lifetime depressive episode. It began back in the fall, and she described the episode as occurring right “out of the blue.” Further discussion revealed, however, that she had talked with several confidantes about her problems and that she realized she had been disappointed and frustrated for being passed over unfairly for a promotion at work. She had also been saddened by the unusually early death of her favorite aunt.

Now, our patient has a past history of ADHD [attention-deficit/hyperactivity disorder], which was recognized when she was in middle school and for which she took methylphenidate for adolescence and much of her young adult life. As she was wrapping up with college, she decided that this medication sometimes disrupted her sleep and gave her an irritable edge, and decided that she might be better off not taking it. Her medical history was unremarkable. She is taking escitalopram at the time of our initial evaluation, and the dose was just reduced by her PCP [primary care physician]from 20 mg to 10 mg because she subjectively thought the medicine might actually be making her worse.

On the day of her first visit, we get a PHQ-9 [9-item Patient Health Questionnaire]. The score is 16, which is in the moderate depression range. She filled out the MDQ [Mood Disorder Questionnaire] and scored a whopping 10, which is not the highest possible score but it is higher than 95% of people who take this inventory.

At the time of our interview, our patient tells us that her No. 1 symptom is her low mood and her ease to tears. In fact, she was tearful during the interview. She also reports that her normal trouble concentrating, attributable to the ADHD, is actually substantially worse. Additionally, in contrast to her usual diet, she has a tendency to overeat and may have gained as much as 5 kg over the last 4 months. She reports an irregular sleep cycle and tends to have periods of hypersomnolence, especially on the weekends, and then days on end where she might sleep only 4 hours a night despite feeling tired.

Upon examination, her mood is positively reactive, and by that I mean she can lift her spirits in conversation, show some preserved sense of humor, and does not appear as severely depressed as she subjectively describes. Furthermore, she would say that in contrast to other times in her life when she’s been depressed, that she’s actually had no loss of libido, and in fact her libido might even be somewhat increased. Over the last month or so, she’s had several uncharacteristic casual hook-ups.

So the differential diagnosis for this patient included major depressive disorder, recurrent unipolar with mixed features, versus bipolar II disorder, with an antecedent history of ADHD. I think the high MDQ score and recurrent threshold level of mixed symptoms within a diagnosable depressive episode certainly increase the chances that this patient’s illness should be thought of on the bipolar spectrum. Of course, this formulation is strengthened by the fact that she has an early age of onset of recurrent depression, that her current episode, despite having mixed features, has reverse vegetative features as well. We also have the observation that antidepressant therapy has seemed to make her condition worse, not better.

Transcript Edited for Clarity

Dr. Thase is a professor of psychiatry at the Perelman School of Medicine at the University of Pennsylvania in Philadelphia, Pennsylvania.

Dr. Alva is the medical director of ATP Clinical Research in Costa Mesa, California.

Dr. Cerulli is the medical director of Cerulli and Associates in Andover, Massachusetts.

Dr. Tina Matthew-Hayes is a dual certified nurse practitioner at Western PA Behavioral Health Resources in West Mifflin, Pennsylvania.

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Case Presentation

Case study: a patient with uncontrolled type 2 diabetes and complex comorbidities whose diabetes care is managed by an advanced practice nurse.

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Geralyn Spollett; Case Study: A Patient With Uncontrolled Type 2 Diabetes and Complex Comorbidities Whose Diabetes Care Is Managed by an Advanced Practice Nurse. Diabetes Spectr 1 January 2003; 16 (1): 32–36. https://doi.org/10.2337/diaspect.16.1.32

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The specialized role of nursing in the care and education of people with diabetes has been in existence for more than 30 years. Diabetes education carried out by nurses has moved beyond the hospital bedside into a variety of health care settings. Among the disciplines involved in diabetes education, nursing has played a pivotal role in the diabetes team management concept. This was well illustrated in the Diabetes Control and Complications Trial (DCCT) by the effectiveness of nurse managers in coordinating and delivering diabetes self-management education. These nurse managers not only performed administrative tasks crucial to the outcomes of the DCCT, but also participated directly in patient care. 1

The emergence and subsequent growth of advanced practice in nursing during the past 20 years has expanded the direct care component, incorporating aspects of both nursing and medical care while maintaining the teaching and counseling roles. Both the clinical nurse specialist (CNS) and nurse practitioner (NP) models, when applied to chronic disease management, create enhanced patient-provider relationships in which self-care education and counseling is provided within the context of disease state management. Clement 2 commented in a review of diabetes self-management education issues that unless ongoing management is part of an education program, knowledge may increase but most clinical outcomes only minimally improve. Advanced practice nurses by the very nature of their scope of practice effectively combine both education and management into their delivery of care.

Operating beyond the role of educator, advanced practice nurses holistically assess patients’ needs with the understanding of patients’ primary role in the improvement and maintenance of their own health and wellness. In conducting assessments, advanced practice nurses carefully explore patients’ medical history and perform focused physical exams. At the completion of assessments, advanced practice nurses, in conjunction with patients, identify management goals and determine appropriate plans of care. A review of patients’ self-care management skills and application/adaptation to lifestyle is incorporated in initial histories, physical exams, and plans of care.

Many advanced practice nurses (NPs, CNSs, nurse midwives, and nurse anesthetists) may prescribe and adjust medication through prescriptive authority granted to them by their state nursing regulatory body. Currently, all 50 states have some form of prescriptive authority for advanced practice nurses. 3 The ability to prescribe and adjust medication is a valuable asset in caring for individuals with diabetes. It is a crucial component in the care of people with type 1 diabetes, and it becomes increasingly important in the care of patients with type 2 diabetes who have a constellation of comorbidities, all of which must be managed for successful disease outcomes.

Many studies have documented the effectiveness of advanced practice nurses in managing common primary care issues. 4 NP care has been associated with a high level of satisfaction among health services consumers. In diabetes, the role of advanced practice nurses has significantly contributed to improved outcomes in the management of type 2 diabetes, 5 in specialized diabetes foot care programs, 6 in the management of diabetes in pregnancy, 7 and in the care of pediatric type 1 diabetic patients and their parents. 8 , 9 Furthermore, NPs have also been effective providers of diabetes care among disadvantaged urban African-American patients. 10 Primary management of these patients by NPs led to improved metabolic control regardless of whether weight loss was achieved.

The following case study illustrates the clinical role of advanced practice nurses in the management of a patient with type 2 diabetes.

A.B. is a retired 69-year-old man with a 5-year history of type 2 diabetes. Although he was diagnosed in 1997, he had symptoms indicating hyperglycemia for 2 years before diagnosis. He had fasting blood glucose records indicating values of 118–127 mg/dl, which were described to him as indicative of “borderline diabetes.” He also remembered past episodes of nocturia associated with large pasta meals and Italian pastries. At the time of initial diagnosis, he was advised to lose weight (“at least 10 lb.”), but no further action was taken.

Referred by his family physician to the diabetes specialty clinic, A.B. presents with recent weight gain, suboptimal diabetes control, and foot pain. He has been trying to lose weight and increase his exercise for the past 6 months without success. He had been started on glyburide (Diabeta), 2.5 mg every morning, but had stopped taking it because of dizziness, often accompanied by sweating and a feeling of mild agitation, in the late afternoon.

A.B. also takes atorvastatin (Lipitor), 10 mg daily, for hypercholesterolemia (elevated LDL cholesterol, low HDL cholesterol, and elevated triglycerides). He has tolerated this medication and adheres to the daily schedule. During the past 6 months, he has also taken chromium picolinate, gymnema sylvestre, and a “pancreas elixir” in an attempt to improve his diabetes control. He stopped these supplements when he did not see any positive results.

He does not test his blood glucose levels at home and expresses doubt that this procedure would help him improve his diabetes control. “What would knowing the numbers do for me?,” he asks. “The doctor already knows the sugars are high.”

A.B. states that he has “never been sick a day in my life.” He recently sold his business and has become very active in a variety of volunteer organizations. He lives with his wife of 48 years and has two married children. Although both his mother and father had type 2 diabetes, A.B. has limited knowledge regarding diabetes self-care management and states that he does not understand why he has diabetes since he never eats sugar. In the past, his wife has encouraged him to treat his diabetes with herbal remedies and weight-loss supplements, and she frequently scans the Internet for the latest diabetes remedies.

During the past year, A.B. has gained 22 lb. Since retiring, he has been more physically active, playing golf once a week and gardening, but he has been unable to lose more than 2–3 lb. He has never seen a dietitian and has not been instructed in self-monitoring of blood glucose (SMBG).

A.B.’s diet history reveals excessive carbohydrate intake in the form of bread and pasta. His normal dinners consist of 2 cups of cooked pasta with homemade sauce and three to four slices of Italian bread. During the day, he often has “a slice or two” of bread with butter or olive oil. He also eats eight to ten pieces of fresh fruit per day at meals and as snacks. He prefers chicken and fish, but it is usually served with a tomato or cream sauce accompanied by pasta. His wife has offered to make him plain grilled meats, but he finds them “tasteless.” He drinks 8 oz. of red wine with dinner each evening. He stopped smoking more than 10 years ago, he reports, “when the cost of cigarettes topped a buck-fifty.”

The medical documents that A.B. brings to this appointment indicate that his hemoglobin A 1c (A1C) has never been <8%. His blood pressure has been measured at 150/70, 148/92, and 166/88 mmHg on separate occasions during the past year at the local senior center screening clinic. Although he was told that his blood pressure was “up a little,” he was not aware of the need to keep his blood pressure ≤130/80 mmHg for both cardiovascular and renal health. 11

A.B. has never had a foot exam as part of his primary care exams, nor has he been instructed in preventive foot care. However, his medical records also indicate that he has had no surgeries or hospitalizations, his immunizations are up to date, and, in general, he has been remarkably healthy for many years.

Physical Exam

A physical examination reveals the following:

Weight: 178 lb; height: 5′2″; body mass index (BMI): 32.6 kg/m 2

Fasting capillary glucose: 166 mg/dl

Blood pressure: lying, right arm 154/96 mmHg; sitting, right arm 140/90 mmHg

Pulse: 88 bpm; respirations 20 per minute

Eyes: corrective lenses, pupils equal and reactive to light and accommodation, Fundi-clear, no arteriolovenous nicking, no retinopathy

Thyroid: nonpalpable

Lungs: clear to auscultation

Heart: Rate and rhythm regular, no murmurs or gallops

Vascular assessment: no carotid bruits; femoral, popliteal, and dorsalis pedis pulses 2+ bilaterally

Neurological assessment: diminished vibratory sense to the forefoot, absent ankle reflexes, monofilament (5.07 Semmes-Weinstein) felt only above the ankle

Lab Results

Results of laboratory tests (drawn 5 days before the office visit) are as follows:

Glucose (fasting): 178 mg/dl (normal range: 65–109 mg/dl)

Creatinine: 1.0 mg/dl (normal range: 0.5–1.4 mg/dl)

Blood urea nitrogen: 18 mg/dl (normal range: 7–30 mg/dl)

Sodium: 141 mg/dl (normal range: 135–146 mg/dl)

Potassium: 4.3 mg/dl (normal range: 3.5–5.3 mg/dl)

Lipid panel

• Total cholesterol: 162 mg/dl (normal: <200 mg/dl)

• HDL cholesterol: 43 mg/dl (normal: ≥40 mg/dl)

• LDL cholesterol (calculated): 84 mg/dl (normal: <100 mg/dl)

• Triglycerides: 177 mg/dl (normal: <150 mg/dl)

• Cholesterol-to-HDL ratio: 3.8 (normal: <5.0)

AST: 14 IU/l (normal: 0–40 IU/l)

ALT: 19 IU/l (normal: 5–40 IU/l)

Alkaline phosphotase: 56 IU/l (normal: 35–125 IU/l)

A1C: 8.1% (normal: 4–6%)

Urine microalbumin: 45 mg (normal: <30 mg)

Based on A.B.’s medical history, records, physical exam, and lab results, he is assessed as follows:

Uncontrolled type 2 diabetes (A1C >7%)

Obesity (BMI 32.4 kg/m 2 )

Hyperlipidemia (controlled with atorvastatin)

Peripheral neuropathy (distal and symmetrical by exam)

Hypertension (by previous chart data and exam)

Elevated urine microalbumin level

Self-care management/lifestyle deficits

• Limited exercise

• High carbohydrate intake

• No SMBG program

Poor understanding of diabetes

A.B. presented with uncontrolled type 2 diabetes and a complex set of comorbidities, all of which needed treatment. The first task of the NP who provided his care was to select the most pressing health care issues and prioritize his medical care to address them. Although A.B. stated that his need to lose weight was his chief reason for seeking diabetes specialty care, his elevated glucose levels and his hypertension also needed to be addressed at the initial visit.

The patient and his wife agreed that a referral to a dietitian was their first priority. A.B. acknowledged that he had little dietary information to help him achieve weight loss and that his current weight was unhealthy and “embarrassing.” He recognized that his glucose control was affected by large portions of bread and pasta and agreed to start improving dietary control by reducing his portion size by one-third during the week before his dietary consultation. Weight loss would also be an important first step in reducing his blood pressure.

The NP contacted the registered dietitian (RD) by telephone and referred the patient for a medical nutrition therapy assessment with a focus on weight loss and improved diabetes control. A.B.’s appointment was scheduled for the following week. The RD requested that during the intervening week, the patient keep a food journal recording his food intake at meals and snacks. She asked that the patient also try to estimate portion sizes.

Although his physical activity had increased since his retirement, it was fairly sporadic and weather-dependent. After further discussion, he realized that a week or more would often pass without any significant form of exercise and that most of his exercise was seasonal. Whatever weight he had lost during the summer was regained in the winter, when he was again quite sedentary.

A.B.’s wife suggested that the two of them could walk each morning after breakfast. She also felt that a treadmill at home would be the best solution for getting sufficient exercise in inclement weather. After a short discussion about the positive effect exercise can have on glucose control, the patient and his wife agreed to walk 15–20 minutes each day between 9:00 and 10:00 a.m.

A first-line medication for this patient had to be targeted to improving glucose control without contributing to weight gain. Thiazolidinediones (i.e., rosiglitizone [Avandia] or pioglitizone [Actos]) effectively address insulin resistance but have been associated with weight gain. 12 A sulfonylurea or meglitinide (i.e., repaglinide [Prandin]) can reduce postprandial elevations caused by increased carbohydrate intake, but they are also associated with some weight gain. 12 When glyburide was previously prescribed, the patient exhibited signs and symptoms of hypoglycemia (unconfirmed by SMBG). α-Glucosidase inhibitors (i.e., acarbose [Precose]) can help with postprandial hyperglycemia rise by blunting the effect of the entry of carbohydrate-related glucose into the system. However, acarbose requires slow titration, has multiple gastrointestinal (GI) side effects, and reduces A1C by only 0.5–0.9%. 13 Acarbose may be considered as a second-line therapy for A.B. but would not fully address his elevated A1C results. Metformin (Glucophage), which reduces hepatic glucose production and improves insulin resistance, is not associated with hypoglycemia and can lower A1C results by 1%. Although GI side effects can occur, they are usually self-limiting and can be further reduced by slow titration to dose efficacy. 14

After reviewing these options and discussing the need for improved glycemic control, the NP prescribed metformin, 500 mg twice a day. Possible GI side effects and the need to avoid alcohol were of concern to A.B., but he agreed that medication was necessary and that metformin was his best option. The NP advised him to take the medication with food to reduce GI side effects.

The NP also discussed with the patient a titration schedule that increased the dosage to 1,000 mg twice a day over a 4-week period. She wrote out this plan, including a date and time for telephone contact and medication evaluation, and gave it to the patient.

During the visit, A.B. and his wife learned to use a glucose meter that features a simple two-step procedure. The patient agreed to use the meter twice a day, at breakfast and dinner, while the metformin dose was being titrated. He understood the need for glucose readings to guide the choice of medication and to evaluate the effects of his dietary changes, but he felt that it would not be “a forever thing.”

The NP reviewed glycemic goals with the patient and his wife and assisted them in deciding on initial short-term goals for weight loss, exercise, and medication. Glucose monitoring would serve as a guide and assist the patient in modifying his lifestyle.

A.B. drew the line at starting an antihypertensive medication—the angiotensin-converting enzyme (ACE) inhibitor enalapril (Vasotec), 5 mg daily. He stated that one new medication at a time was enough and that “too many medications would make a sick man out of me.” His perception of the state of his health as being represented by the number of medications prescribed for him gave the advanced practice nurse an important insight into the patient’s health belief system. The patient’s wife also believed that a “natural solution” was better than medication for treating blood pressure.

Although the use of an ACE inhibitor was indicated both by the level of hypertension and by the presence of microalbuminuria, the decision to wait until the next office visit to further evaluate the need for antihypertensive medication afforded the patient and his wife time to consider the importance of adding this pharmacotherapy. They were quite willing to read any materials that addressed the prevention of diabetes complications. However, both the patient and his wife voiced a strong desire to focus their energies on changes in food and physical activity. The NP expressed support for their decision. Because A.B. was obese, weight loss would be beneficial for many of his health issues.

Because he has a sedentary lifestyle, is >35 years old, has hypertension and peripheral neuropathy, and is being treated for hypercholestrolemia, the NP performed an electrocardiogram in the office and referred the patient for an exercise tolerance test. 11 In doing this, the NP acknowledged and respected the mutually set goals, but also provided appropriate pre-exercise screening for the patient’s protection and safety.

In her role as diabetes educator, the NP taught A.B. and his wife the importance of foot care, demonstrating to the patient his inability to feel the light touch of the monofilament. She explained that the loss of protective sensation from peripheral neuropathy means that he will need to be more vigilant in checking his feet for any skin lesions caused by poorly fitting footwear worn during exercise.

At the conclusion of the visit, the NP assured A.B. that she would share the plan of care they had developed with his primary care physician, collaborating with him and discussing the findings of any diagnostic tests and procedures. She would also work in partnership with the RD to reinforce medical nutrition therapies and improve his glucose control. In this way, the NP would facilitate the continuity of care and keep vital pathways of communication open.

Advanced practice nurses are ideally suited to play an integral role in the education and medical management of people with diabetes. 15 The combination of clinical skills and expertise in teaching and counseling enhances the delivery of care in a manner that is both cost-reducing and effective. Inherent in the role of advanced practice nurses is the understanding of shared responsibility for health care outcomes. This partnering of nurse with patient not only improves care but strengthens the patient’s role as self-manager.

Geralyn Spollett, MSN, C-ANP, CDE, is associate director and an adult nurse practitioner at the Yale Diabetes Center, Department of Endocrinology and Metabolism, at Yale University in New Haven, Conn. She is an associate editor of Diabetes Spectrum.

Note of disclosure: Ms. Spollett has received honoraria for speaking engagements from Novo Nordisk Pharmaceuticals, Inc., and Aventis and has been a paid consultant for Aventis. Both companies produce products and devices for the treatment of diabetes.

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Study Suggests Genetics as a Cause, Not Just a Risk, for Some Alzheimer’s

People with two copies of the gene variant APOE4 are almost certain to get Alzheimer’s, say researchers, who proposed a framework under which such patients could be diagnosed years before symptoms.

A colorized C.T. scan showing a cross-section of a person's brain with Alzheimer's disease. The colors are red, green and yellow.

By Pam Belluck

Scientists are proposing a new way of understanding the genetics of Alzheimer’s that would mean that up to a fifth of patients would be considered to have a genetically caused form of the disease.

Currently, the vast majority of Alzheimer’s cases do not have a clearly identified cause. The new designation, proposed in a study published Monday, could broaden the scope of efforts to develop treatments, including gene therapy, and affect the design of clinical trials.

It could also mean that hundreds of thousands of people in the United States alone could, if they chose, receive a diagnosis of Alzheimer’s before developing any symptoms of cognitive decline, although there currently are no treatments for people at that stage.

The new classification would make this type of Alzheimer’s one of the most common genetic disorders in the world, medical experts said.

“This reconceptualization that we’re proposing affects not a small minority of people,” said Dr. Juan Fortea, an author of the study and the director of the Sant Pau Memory Unit in Barcelona, Spain. “Sometimes we say that we don’t know the cause of Alzheimer’s disease,” but, he said, this would mean that about 15 to 20 percent of cases “can be tracked back to a cause, and the cause is in the genes.”

The idea involves a gene variant called APOE4. Scientists have long known that inheriting one copy of the variant increases the risk of developing Alzheimer’s, and that people with two copies, inherited from each parent, have vastly increased risk.

The new study , published in the journal Nature Medicine, analyzed data from over 500 people with two copies of APOE4, a significantly larger pool than in previous studies. The researchers found that almost all of those patients developed the biological pathology of Alzheimer’s, and the authors say that two copies of APOE4 should now be considered a cause of Alzheimer’s — not simply a risk factor.

The patients also developed Alzheimer’s pathology relatively young, the study found. By age 55, over 95 percent had biological markers associated with the disease. By 65, almost all had abnormal levels of a protein called amyloid that forms plaques in the brain, a hallmark of Alzheimer’s. And many started developing symptoms of cognitive decline at age 65, younger than most people without the APOE4 variant.

“The critical thing is that these individuals are often symptomatic 10 years earlier than other forms of Alzheimer’s disease,” said Dr. Reisa Sperling, a neurologist at Mass General Brigham in Boston and an author of the study.

She added, “By the time they are picked up and clinically diagnosed, because they’re often younger, they have more pathology.”

People with two copies, known as APOE4 homozygotes, make up 2 to 3 percent of the general population, but are an estimated 15 to 20 percent of people with Alzheimer’s dementia, experts said. People with one copy make up about 15 to 25 percent of the general population, and about 50 percent of Alzheimer’s dementia patients.

The most common variant is called APOE3, which seems to have a neutral effect on Alzheimer’s risk. About 75 percent of the general population has one copy of APOE3, and more than half of the general population has two copies.

Alzheimer’s experts not involved in the study said classifying the two-copy condition as genetically determined Alzheimer’s could have significant implications, including encouraging drug development beyond the field’s recent major focus on treatments that target and reduce amyloid.

Dr. Samuel Gandy, an Alzheimer’s researcher at Mount Sinai in New York, who was not involved in the study, said that patients with two copies of APOE4 faced much higher safety risks from anti-amyloid drugs.

When the Food and Drug Administration approved the anti-amyloid drug Leqembi last year, it required a black-box warning on the label saying that the medication can cause “serious and life-threatening events” such as swelling and bleeding in the brain, especially for people with two copies of APOE4. Some treatment centers decided not to offer Leqembi, an intravenous infusion, to such patients.

Dr. Gandy and other experts said that classifying these patients as having a distinct genetic form of Alzheimer’s would galvanize interest in developing drugs that are safe and effective for them and add urgency to current efforts to prevent cognitive decline in people who do not yet have symptoms.

“Rather than say we have nothing for you, let’s look for a trial,” Dr. Gandy said, adding that such patients should be included in trials at younger ages, given how early their pathology starts.

Besides trying to develop drugs, some researchers are exploring gene editing to transform APOE4 into a variant called APOE2, which appears to protect against Alzheimer’s. Another gene-therapy approach being studied involves injecting APOE2 into patients’ brains.

The new study had some limitations, including a lack of diversity that might make the findings less generalizable. Most patients in the study had European ancestry. While two copies of APOE4 also greatly increase Alzheimer’s risk in other ethnicities, the risk levels differ, said Dr. Michael Greicius, a neurologist at Stanford University School of Medicine who was not involved in the research.

“One important argument against their interpretation is that the risk of Alzheimer’s disease in APOE4 homozygotes varies substantially across different genetic ancestries,” said Dr. Greicius, who cowrote a study that found that white people with two copies of APOE4 had 13 times the risk of white people with two copies of APOE3, while Black people with two copies of APOE4 had 6.5 times the risk of Black people with two copies of APOE3.

“This has critical implications when counseling patients about their ancestry-informed genetic risk for Alzheimer’s disease,” he said, “and it also speaks to some yet-to-be-discovered genetics and biology that presumably drive this massive difference in risk.”

Under the current genetic understanding of Alzheimer’s, less than 2 percent of cases are considered genetically caused. Some of those patients inherited a mutation in one of three genes and can develop symptoms as early as their 30s or 40s. Others are people with Down syndrome, who have three copies of a chromosome containing a protein that often leads to what is called Down syndrome-associated Alzheimer’s disease .

Dr. Sperling said the genetic alterations in those cases are believed to fuel buildup of amyloid, while APOE4 is believed to interfere with clearing amyloid buildup.

Under the researchers’ proposal, having one copy of APOE4 would continue to be considered a risk factor, not enough to cause Alzheimer’s, Dr. Fortea said. It is unusual for diseases to follow that genetic pattern, called “semidominance,” with two copies of a variant causing the disease, but one copy only increasing risk, experts said.

The new recommendation will prompt questions about whether people should get tested to determine if they have the APOE4 variant.

Dr. Greicius said that until there were treatments for people with two copies of APOE4 or trials of therapies to prevent them from developing dementia, “My recommendation is if you don’t have symptoms, you should definitely not figure out your APOE status.”

He added, “It will only cause grief at this point.”

Finding ways to help these patients cannot come soon enough, Dr. Sperling said, adding, “These individuals are desperate, they’ve seen it in both of their parents often and really need therapies.”

Pam Belluck is a health and science reporter, covering a range of subjects, including reproductive health, long Covid, brain science, neurological disorders, mental health and genetics. More about Pam Belluck

The Fight Against Alzheimer’s Disease

Alzheimer’s is the most common form of dementia, but much remains unknown about this daunting disease..

How is Alzheimer’s diagnosed? What causes Alzheimer’s? We answered some common questions .

A study suggests that genetics can be a cause of Alzheimer’s , not just a risk, raising the prospect of diagnosis years before symptoms appear.

Determining whether someone has Alzheimer’s usually requires an extended diagnostic process . But new criteria could lead to a diagnosis on the basis of a simple blood test .

The F.D.A. has given full approval to the Alzheimer’s drug Leqembi. Here is what to know about i t.

Alzheimer’s can make communicating difficult. We asked experts for tips on how to talk to someone with the disease .

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StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 Jan-.

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Case study: 24-year-old male presenting with polyarthralgias.

Anusha Vakiti ; Saad Javed ; Kevin C. King .

Affiliations

Last Update: February 20, 2023 .

Case Presentation

A 24-year-old white male with no known medical history presented to the hospital with chief complaints of 2 weeks of progressively worsening pain and swelling of his right wrist and left ankle joints. He did not report any fevers, chills, night sweats, weight loss or rash. He was employed as a fireman. He denied alcohol use disorder, smoking cigarettes, or any recreational drugs. Family history was significant for hypertension in father and ovarian cancer in the mother. His vital signs were within normal limits on presentation. On physical examination, the patient had significant swelling of multiple joints including the right wrist, right elbow, and left ankle. The joints were erythematous and tender to touch. Due to severe pain, he had limited range in the involved joints.

Initial Evaluation

Initial laboratory workup for the swollen joints included a complete blood count which revealed an elevated white blood cell count (WBC) of 14000/microliter with neutrophil predominance, ESR of 118 mm per hour, and CRP of 8 mg/dL. A comprehensive metabolic panel was within normal limits. Infectious workup, which included blood and urine cultures, was negative. Immunological workup revealed elevated ANA titer (1:320), positive lupus anticoagulant, and high dsDNA antibodies. Ultrasound of the right elbow and left ankle joints revealed effusion in the joints and the surrounding soft tissue swelling. MRI of the right wrist revealed heterogeneous signal and enhancement of multiple carpal bones involving the second through fifth metacarpals, subcutaneous and deep soft tissue of the wrist and proximal hand. Based on the clinical and laboratory evidence, the patient was diagnosed with systemic lupus erythematosus (SLE) by the rheumatologist and was started on steroids, Plaquenil, and methotrexate. The patient’s clinical condition initially improved with the regimen, but his symptoms relapsed when weaning the steroids. He was discharged on a slow tapering dose of prednisone.

Differential Diagnosis

The differential diagnosis for a young male (before fourth decade) with polyarthralgia is more inclined towards rheumatologic conditions like SLE, sarcoid arthritis, scleroderma, or gout. If associated with signs and symptoms of infection, gonococcal joint infection is high on the differential. Rheumatoid arthritis and polymyalgia rheumatica usually affect the older population (after the fourth decade). Based on the distribution of the joints, duration of symptoms, and association with other organ systems the classification of polyarthralgia is very broad and makes for a very challenging diagnosis. The most common differentials for a patient presenting with polyarthralgia are Rheumatoid arthritis, Lupus, Lyme, Septic arthritis, Gonorrheal joint arthritis, or Gout.

Confirmatory Evaluation

During a follow-up appointment a few weeks later, he complained of multiple subcutaneous nodules. On physical exam, multiple, tender, non-erythematous subcutaneous nodules were noted along with a palpable, non-tender mass on the left side of the abdomen. CT abdomen showed a large heterogeneous mass measuring 20.1 by 10.7 by 18.1 cm, in the left quadrant of the abdomen along with a poorly defined low attenuation mass measuring 2.9 by 3 cm in the right hepatic lobe. CT guided biopsy of the left-sided abdominal mass was non-diagnostic. He underwent exploratory laparotomy, with excision of the left-sided abdominal mass along with splenectomy and distal pancreatectomy. There were multiple abnormal areas in the liver concerning for metastases. Pathology of the resected mass revealed sheets of malignant acinar cells with no intervening ductal structures or islets. Tumor cells were positive for trypsin and cytokeratin and were negative for CD117 and synaptophysin, consistent with pancreatic acinar cell carcinoma. Serum CA 19-9 levels were high. Lipase levels were elevated at 40,000U/dL. At this point, based on the biopsy and staging, the patient was diagnosed with stage IV pancreatic acinar cell carcinoma, but the cause of his polyarthralgia was still uncertain. Adjuvant chemotherapy was initiated with leucovorin, 5-fluorouracil (5-FU) and oxaliplatin for the carcinoma. During his treatment, his joint swelling and pain progressed and involved new joints of right ankle and left knee. Imaging studies of the joints showed joint effusion and soft tissue swelling. Arthrocentesis of the right ankle joint was performed, and the synovial fluid studies were consistent with infection and cultures were positive for methicillin-resistant Staphylococcus aureus (MRSA) and Pseudomonas. He was treated with antibiotics including vancomycin and piperacillin–tazobactam without any improvement. Due to progressive worsening of the right ankle joint, he required irrigation and debridement with arthrotomy. Repeat cultures were negative, but his symptoms continued to worsen, and he had persistent drainage of milky colored fluid from the surgical site and eventually required a below-knee amputation. Surgical pathology of the right knee joint revealed acute on chronic inflammation with the presence of granulation and fibrin tissue, without any evidence of malignancy. For further evaluation, arthrocentesis of left knee, left ankle, and right wrist was done and yielded milky colored fluid. His lipase levels continued to remain above 20,000 U/dL despite being treated with chemotherapy.

The persistent drainage of milky colored fluid from all the involved joints led to diagnosing the cause of polyarthralgia in this patient. Based on the diagnosis of metastatic acinar cell pancreatic carcinoma, evidence of elevated lipase levels, subcutaneous nodules, and the arthrocentesis yielding milky colored fluid, the patient’s polyarthralgia were believed to be due to hyperlipasemia, a rare paraneoplastic manifestation of pancreatic acinar cell carcinoma. The painful subcutaneous lesions are caused by an inflammatory process known as panniculitis which has been studied to be associated with polyarthralgia in a patient with pancreatic acinar cell carcinoma. Pancreatic polyarthritis and panniculitis are hypothesized to be caused by the peripheral lipolytic activity of lipase circulating systemically due to the pancreatic disease. [1] [2]

Initial adjuvant chemotherapy was with leucovorin, 5-fluorouracil (5-FU) and oxaliplatin but given the lack of response, his chemotherapy was switched to capecitabine and subsequently to gemcitabine and Abraxane. In spite of chemotherapy, the patient did not have any response, and his clinical condition worsened. After goals of care discussion with the patient and his family, he was transitioned to hospice care given his poor prognosis and chemotherapy was discontinued.

Paraneoplastic syndromes are a rare group of heterogeneous disorders that are triggered by an altered immune system response to a neoplasm. The symptoms may involve any organ system ranging from cutaneous manifestations to involvement of the neuromuscular or musculoskeletal systems. As seen in this patient, the paraneoplastic syndrome can be the initial presentation of the malignancy and can lead to delayed diagnosis and treatment. It is of great significance to understand the various paraneoplastic syndromes associated with a neoplasm. Few examples of common paraneoplastic syndromes are hypercalcemia of malignancy associated with breast cancer, SIADH associated with small cell carcinoma of the lung. Hyperlipasemia syndrome is a rare paraneoplastic syndrome associated with acinar cell carcinomas. Few cases have been reported of pancreatic panniculitis and polyarthralgia caused by hyperlipasemia. [3] [4]

Acinar cell carcinomas fall into the category of malignant epithelial neoplasms with an incidence of about 1% to 2% of the pancreatic neoplasms. The usual presentation of these tumors is solid, but they can also present either as cystic lesions or mixed with both solid and cystic components. They can present at any age but are often seen in older patients (sixth decade) and predominant in males than in females. Most patients present with vague symptoms such as abdominal pain, weight loss, fatigue or nausea. They are characterized by the production of zymogen granules containing pancreatic exocrine enzymes, in the tumor cells. A consequence of this is a rare paraneoplastic syndrome called hyperlipasemia or lipase hypersecretion syndrome. Serum lipase levels in such cases are usually above 10,000 U/dl and can result in multiple subcutaneous fat nodules and necrosis, termed as pancreatic panniculitis and polyarthralgia due to effusions and sclerotic lesions in the bones. This syndrome can be the initial manifestation of the neoplasm and is associated with poor prognosis. Histologically, these neoplasms are characterized by malignant cells with acinar cell differentiation, which stain positive for immunohistochemical stains such as trypsin, chymotrypsin, elastase, or lipase. Zymogen granules can be noted on the ultrastructure examination. KRAS, SMAD4, the mutations commonly associated with ductal adenocarcinomas are not seen in acinar cell carcinomas. Compared to patients with ductal adenocarcinoma, the overall prognosis for patients with acinar cell carcinoma is better. However, the presence of paraneoplastic syndrome association can worsen the prognosis and affect the quality of life as seen in this case. [5]

Hyperlipasemia syndrome is associated with poor prognosis of the acinar cell carcinoma, and the management modalities vary. Surgical resection is often the curative option for cases with local early-stage acinar cell carcinomas. However, often these acinar cell carcinomas are diagnosed in advanced or metastatic stages, and such cases often require adjuvant chemotherapy. Given the presence of APC gene/beta-catenin pathway genetic alterations, as seen in colorectal carcinomas, acinar cell carcinomas are often treated with 5-FU/leucovorin. Other chemotherapeutic agents that can be used include irinotecan, doxorubicin, erlotinib, gemcitabine, cisplatin, docetaxel, capecitabine, oxaliplatin, sunitinib, and sirolimus. Lowery et al. published a study in 2011 that highlighted the use of combination therapy, to use gemcitabine or 5-FU-based combination chemotherapy along with platinum analogs such as irinotecan in patients with advanced studies validated to have improved chemosensitivity. [6] [7] [8]

Pearls of Wisdom
Pancreatic acinar cell cancer is a rare malignancy of the pancreas and often seen in the elderly population.
Usually dominated by symptoms of abdominal pain, and less frequently jaundice.
The hypersecretion subtype may present with fever, arthralgia, rash, hypereosinophilia, and panniculitis.
Imaging will usually reveal large lesions with sharp boundaries.
Tissue is required to confirm diagnosis.
Surgery is the treatment of localized lesions.
For metastasis lesions, various chemotherapy protocols have been developed, which can result in long-term survival.
Current day suggests that oxaliplatin-based chemotherapy is most effective.
Compared to pancreatic adenocarcinomas, these malignancies carry a better prognosis.

It is important to be aware of the various paraneoplastic manifestations of malignancies, as the paraneoplastic presentation might be the initial sign of malignancy and could be misleading.

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CT abdomen image obtained from owner

Disclosure: Anusha Vakiti declares no relevant financial relationships with ineligible companies.

Disclosure: Saad Javed declares no relevant financial relationships with ineligible companies.

Disclosure: Kevin King declares no relevant financial relationships with ineligible companies.

This book is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) ( http://creativecommons.org/licenses/by-nc-nd/4.0/ ), which permits others to distribute the work, provided that the article is not altered or used commercially. You are not required to obtain permission to distribute this article, provided that you credit the author and journal.

Cite this Page Vakiti A, Javed S, King KC. Case Study: 24-Year-Old Male Presenting With Polyarthralgias. [Updated 2023 Feb 20]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 Jan-.

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⏩ AI in Healthcare: Examples, Use Cases, and Benefits

AI in Healthcare: Examples, Use Cases, and Benefits

Key Takeaways

Technologies like data analytics, deep learning, predictive analytics, and content analytics support early diagnosis and care services.
AI-driven predictive analytics optimize processes, reduce errors, and identify high-risk patients for early intervention, lowering healthcare costs and enabling institutions to handle more patients efficiently.
AI in healthcare extends beyond data processing, offering benefits like enhanced diagnostic accuracy, personalized patient care, and efficient administrative task automation.
Valued at $20.9B in 2024, the global AI medical market is forecasted to reach $148.4B by 2029, growing at a CAGR of 48.1%.

The increasing use of digital technology and reliance on data in the medical field presents impressive benefits of AI in healthcare.

As the number of patients grows, it generates vast amounts of health data that need to be processed and turned into actionable insights. This demand, coupled with the need for personalized medicine and digital health records, unleashes the transformative role of AI in healthcare.

Integrating AI and machine learning enables early disease detection and improved patient care. At Acropolium, we have diverse expertise in AI/ML consulting and solutions development. Serving the healthcare sector for 15+ years, we witnessed how the power of AI automation transformed medical business operations.

Today, we will guide you through global AI applications in healthcare, showing how artificial intelligence is used in healthcare businesses to save lives and cut operational costs.

What is Artificial Intelligence in Healthcare?

Widely adopted in industries globally , AI in healthcare encompasses the application of ML algorithms and cognitive technologies in medical settings. As the most prominent healthcare tech trend , AI analyzes medical data to predict outcomes and assist in diagnosis and treatment planning.

By using AI in the healthcare industry for patient data analysis, medical professionals can deliver more precise diagnoses and treatment strategies. Furthermore, AI enhances healthcare by analyzing big data to develop proactive preventive care recommendations for patients.

benefits of AI in healthcare with global market predictions

The medical sector generates vast amounts of data requiring automatic analysis to optimize hospital workloads and reduce costs. For that reason, artificial intelligence and healthcare go hand in hand, with the global AI medical market projected to reach $148.4B by 2029. In 2024, it’s valued at $20.9B with an expected CAGR of 48.1 toward the next four years.

Benefits of AI in Healthcare Operations

what is AI in healthcare and what are its benefits

As medical organizations employ AL and ML algorithms to deal with big chunks of data, the number of AI benefits in healthcare is not limited to data processing alone.

Enhanced Diagnostic Accuracy

AI algorithms can analyze large datasets of medical records, images, and diagnostic tests to assist medical clinics in more accurate and timely diagnosis. This can lead to preventive disease detection and improved treatment outcomes.

Personalized Patient Care

By analyzing patient data, including medical history, genetics, and lifestyle factors, AI enables personalized treatment plans. Such AI solutions in healthcare are usually cloud-based , where the data is being collected on a medical platform or web application. Personalization can lead to higher patient satisfaction, contributing to improved diagnoses and outcomes.

Efficient Administrative Tasks

As part of a hospital management system , AI streamlines administrative tasks by automating scheduling appointments, managing medical records, and processing billing. This efficiency frees up healthcare professionals’ time, reduces administrative burdens, and minimizes errors, allowing them to focus more on patient care.

Cost Reduction through Predictive Analytics

By optimizing processes, reducing medical errors, and facilitating preventive care, AI can help lower healthcare costs for both providers and patients. By digitizing healthcare routines and switching to remote care models with telehealth apps , institutions can handle more patients a day with fewer resources needed.

Predictive analytics can also identify high-risk patients and intervene early to prevent costly medical complications.

Use Cases and AI Applications in Healthcare

The ways how one can employ AI for analysis and automation are defined by the complexity of their business and their core objectives. Here, we explore some of AI in healthcare examples from real life and applications that help medical businesses globally get the most out of their operations with advanced algorithms.

Medical Diagnosis and Treatment

AI aids in diagnosing diseases and recommending treatment plans. For example, IBM’s Watson for Oncology analyzes patient data to suggest personalized cancer treatments, improving clinical decision-making.

WFO has cataloged and organized literature, protocols, and patient charts. It has acquired knowledge from Memorial Sloan Kettering Cancer Center (MSKCC) test cases and experts. This allows them to employ computational reasoning methods to address specific cases.

Patient Data Processing

One of the core artificial intelligence use cases in healthcare is that it processes large volumes of patient data efficiently. For instance, Google’s DeepMind Health applies AI algorithms to analyze patient records, assisting clinicians in identifying patients at risk of deterioration.

In a specific case, their tailored AI system lowered false positives by 25% in a sizable UK mammography dataset compared to standard clinical workflows. With constant learning and use, it achieved this without overlooking any true positives.

Medical Imaging Analysis

Medical imaging is one of the most progressive AI healthcare applications. AI analyzes medical images, aiding in disease diagnosis and treatment. For instance, it identifies brain tumors in MRI scans, assisting surgical planning.

It detects Alzheimer’s and dementia in brain scans by assessing structural changes. Also, AI analyzes retinal images, detecting early-stage diabetic retinopathy, a cause of blindness in diabetics. GE Healthcare’s AI-powered Edison platform automates the analysis of MRI and CT scans, aiding radiologists in detecting abnormalities more quickly.

Electronic Health Records (EHRs)

AI technology is increasingly indispensable in EHR management. It enables the analysis of vast medical data to spot patterns that aid disease prevention and treatment. AI healthcare technology scrutinizes EHR data, identifying high-risk patients and devising personalized prevention strategies.

AI predicts disease risks based on medical history, lifestyle, and genetics, like diabetes or heart disease. It also flags medication patterns to prevent adverse drug reactions, suggesting alternative treatments. Oracle Health employs AI in its EHR systems to enhance data accuracy, streamline workflows, and improve patient care coordination.

Remote Patient Assistance

AI enables remote monitoring and patient assistance. This method emphasizes convenience, accessibility, and timely interventions, enhancing patient outcomes and reducing healthcare costs.

Patients access real-time medical support, share health data, and receive remote treatment guidance. Businesses utilize AI in the healthcare industry to analyze this data, identifying trends and potential issues early. This proactive and remote approach reduces hospital visits and fosters efficient healthcare delivery.

Thus, Philips’ HealthSuite Digital Platform uses AI to monitor patients’ vital signs remotely, allowing early intervention and reducing hospital readmissions.

Virtual Assistants and Chatbots

AI-powered virtual assistants and healthcare chatbots are vital in remote patient care, allowing medical staff to focus on complex issues. These tools provide personalized health advice, offer pharmacy suggestions , and aid patients in seeking medication information promptly. By offering swift and accurate responses, they reduce the need for patients to wait for professional guidance.

Patients can also use chatbots to schedule appointments and clarify upcoming visits. AI-driven virtual assistants provide medical advice and support. Healthily’s chatbot offers symptom checking and medical advice, improving patients’ access to healthcare services.

Drug Discovery & Vaccine Research

The use of artificial intelligence in healthcare and medicine accelerates drug discovery and vaccine development. It identifies potential drug candidates or vaccine targets more efficiently than traditional methods. In fact, AI algorithms can predict the effectiveness and safety of compounds, leading to faster development and testing processes.

Atomwise applies AI to the virtual screening of molecular compounds for drug discovery, expediting the identification of potential treatments.

Challenges and Considerations in Implementing AI in the Healthcare Industry

artificial intelligence use cases in healthcare and implementation challenges

The rise of AI in the healthcare industry is propelled by several facilitating factors like abundant healthcare data and a trend of patients becoming more proactive consumers. Nevertheless, the landscape of the healthcare AI market isn’t without its challenges and obstacles, presenting hurdles that need to be addressed.

Data Privacy and Security Concerns

Organizations must ensure that patient data used for AI applications in healthcare is secure and compliant with regulations like HIPAA . To safeguard sensitive patient information, implement robust cybersecurity encryption methods and access controls. Regular audits and training programs can also ensure staff compliance with privacy regulations.

Interoperability and Data Integration

Healthcare systems often use disparate data sources and formats, making it challenging to integrate data for AI applications seamlessly. Those who plan to utilize AI solutions in healthcare should invest in interoperable systems and standardized data formats to facilitate data integration.

Application programming interfaces (APIs) can help streamline data exchange between different healthcare systems and platforms.

Ethical and Regulatory Compliance

AI applications in healthcare raise ethical concerns related to patient consent, bias in algorithms, and accountability for decision-making. Make sure to develop clear ethical guidelines and governance frameworks for AI use in your organization.

If you’re cooperating with a tech vendor, they must regularly audit AI algorithms for bias and ensure transparency in decision-making processes.

Lack of Skilled Workforce

To fully experience the benefits of AI in healthcare, a skilled workforce with expertise in data science, machine learning, and healthcare domain knowledge is required.

At this point, you’ll need to find a third-party partner to provide training programs and resources to upskill existing staff.

Why Choose Acropolium?

Acropolium is a seasoned web developer with a long track record of successfully delivering secure projects to the healthcare industry. Crafting GDPR-compliant software, we follow ISO-certified processes to guarantee unparalleled data security and regulatory adherence.

From on-demand applications and custom software development to legacy system modernization , our dedicated teams will elevate your operations with smart algorithms.

Acropolium Case Studies

As our company has been delivering AI/ML solutions to global industries, from healthcare and hospitality to logistics and fintech, we have some success stories to share. Let’s start with one of our most valuable AI in healthcare examples!

AI-based Data Quality & Data Profiling Tool

A top fintech firm sought automated data profiling, commissioning a new tool for data quality assurance and categorization. The tool was supposed to automatically gather, categorize, and allocate data while ensuring its integrity for valuable insights.

AI healthcare applications and case studies by Acropolium

The development team established standardized processes and frameworks for real-time data quality monitoring, identifying and tracking issues via dashboards and configuring alerts for immediate notification of changes.
The system design was optimized for future growth and fluctuating data inflow and structured for horizontal scalability to manage increasing volumes without performance degradation.
The real-time data quality monitoring tool promptly identifies and flags data quality issues.
We used a proactive ML-based approach to ensure swift corrective actions to prevent inaccurate data spread.
The scalable data quality tool and profiling software architecture include customizable features for modifying incorrect data detection settings.
Data errors decreased by 40%, achieving a final data quality rate of 95%.
Additionally, data processing time was reduced by 30%.
The client now processes up to 30 terabytes of data daily, showing a 200% improvement in scalability.

Bioscience Cloud-Based Big Data Processing App

A research-focused proteomics company specializing in discovering new biomarkers contacted us to seek the integration of AI and ML into its biomaterial analysis processes. Apart from employing advanced algorithms, we had to optimize their software’s back-end.

We opted to structure the entire app development using the Scrum methodology, establishing a unified approach for managing task lifecycles.
Daily stand-ups facilitated seamless communication among team members and external back-end developers.
Our dedicated team ensured regular demos, which provided clients with insights into the project’s progress, enabling them to suggest product priority changes more effectively.
The project launch time was decreased by 30%.
The client enhanced analysis processing accuracy by 40%
Overall, we reduced analysis processing time by 38%.

Final Thoughts

Cutting-edge processing has revolutionized the medical industry, offering unparalleled benefits of AI in healthcare with improved patient outcomes and streamlined operations.

From personalized treatment plans and enhanced diagnostic accuracy to efficient administrative tasks and predictive analytics, AI continues to reshape the healthcare landscape. And Acropolium is here to help you discover the endless growth opportunities for your business!

From complex custom software development to consultation, we offer a flexible, subscription-based cooperation model that caters to any budget without compromising quality.

Sources of Information

Artificial Intelligence Healthcare Market (2024-2029) — Markets and Markets

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What are AI use cases in healthcare?

AI applications in healthcare encompass diagnosis, treatment optimization, and patient monitoring.AI algorithms can analyze medical data to predict diseases, recommend personalized treatment plans, and monitor patient vitals in real-time.

How does AI improve medical imaging analysis?

Applications of AI in healthcare that are used for medical imaging enable swift and accurate identification of anomalies in X-rays, MRIs, and CT scans. Using deep learning algorithms, AI can detect subtle abnormalities that may be missed by human eyes, enabling earlier diagnosis and treatment.

What are some examples of AI applications in personalized treatment?

In personalized treatment, AI healthcare solutions analyze patient data like genetic information, medical history, and lifestyle factors, to tailor treatment plans. For instance, AI-powered platforms can recommend optimal medication dosages or suggest targeted therapies based on individual patient profiles.

What role do AI virtual health assistants play in healthcare?

AI virtual health assistants serve as digital interfaces between patients and healthcare providers. These healthcare AI applications, usually chatbots, can provide basic medical information, schedule appointments, and offer remote consultations.

What are the benefits of integrating AI into healthcare?

The benefits of AI in healthcare operations include improved efficiency, enhanced diagnostic accuracy, and personalized patient care. Furthermore, AI can streamline administrative tasks, reduce medical errors, and facilitate preventive care, ultimately leading to better patient outcomes and reduced healthcare costs.

How can healthcare professionals and organizations adopt AI technologies?

Healthcare professionals and organizations can adopt AI technologies by investing in training programs, collaborating with AI vendors, and implementing AI solutions in healthcare workflows. By fostering a culture of learning the emerging technologies, healthcare providers can harness AI's full potential.

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For instance, Google's DeepMind Health applies AI algorithms to analyze patient records, assisting clinicians in identifying patients at risk of deterioration. In a specific case, their tailored AI system lowered false positives by 25% in a sizable UK mammography dataset compared to standard clinical workflows.

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Writing a case report in 10 steps

First steps

Getting consent

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Coming up with a title

Background research

How your case is different

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The Ultimate Patient Case Presentation Template for Med Students

7 Ingredients for a Patient Case Presentation Template

2. The Chief Complaint

3. History of Present Illness (HPI)

The OPQRST Framework

P rovocative

R egion/Location

A Case Study

Pertinent Positive and Negative Symptoms

The HEADSSS Method

4. Review of Symptoms

5. Objective

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You normally can’t go wrong sticking to abnormal lab values.

Demonstrate trends in lab values.

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