What Do We Know About the Drivers of Health and Equity? A Narrative
Introduction. In the early 1990s, two broad conceptual frameworks for considering the factors that influence health were published. 1,2 These two examples of frameworks continue to guide the work of population health researchers and practitioners. Graphic representations, such as conceptual frameworks, are often used to help clarify and distill a set of concepts that are fundamental and their ...
Graph-Representation of Patient Data: a Systematic Literature Review
Abstract. Graph theory is a well-established theory with many methods used in mathematics to study graph structures. In the field of medicine, electronic health records (EHR) are commonly used to store and analyze patient data. Consequently, it seems straight-forward to perform research on modeling EHR data as graphs.
Graph representation learning in biomedicine and healthcare
Graph representation learning exploits relational inductive biases for data that come in the form of graphs. In some settings, however, the graphs are not readily available for learning. This is ...
Communicating health information with visual displays
Well-designed visual displays have the power to convey health messages in clear, effective ways to non-experts, including journalists, patients and policymakers. Poorly designed visual displays ...
Graph-Representation of Patient Data: a Systematic ...
Graph theory is a well-established theory with many methods used in mathematics to study graph structures. In the field of medicine, electronic health records (EHR) are commonly used to store and analyze patient data. Consequently, it seems straight-forward to perform research on modeling EHR data as graphs. This systematic literature review aims to investigate the frontiers of the current ...
Communicating population health statistics through graphs: a randomised
Background Australian epidemiologists have recognised that lay readers have difficulty understanding statistical graphs in reports on population health. This study aimed to provide evidence for graph design improvements that increase comprehension by non-experts. Methods This was a double-blind, randomised, controlled trial of graph-design interventions, conducted as a postal survey. Control ...
PDF Graph representation learning in biomedicine and healthcare
Proteins. Graph representation learning has been widely used to model pro-teins and produce new protein designs by optimizing over the input space (such as amino acid sequences) of a predictive ...
Make it visual
Infographics and other visual representations of facts and figures help people quickly understand information by complementing or replacing text with images. Communicators can add graphics and GIFs (a series of short animated images) to social media messages to increase clicks and sharing. ... High-quality graphic design and imagery can show ...
Graphical Representation
An appropriate graphical representation of category frequencies is a pie chart, where each slice represent a different category and slice angles are proportional to the frequencies of the categories. Another graphical method used for category frequencies is a bar chart, where each bar represents a different category and the heights of the bars ...
Web-Based Graphic Representation of the Life Course of Mental Health
Background: Although patient history is essential for informing mental health assessment, diagnosis, and prognosis, there is a dearth of standardized instruments measuring time-dependent factors relevant to psychiatric disorders. Previous research has demonstrated the potential utility of graphical representations, termed life charts, for depicting the complexity of the course of mental illness.
Visual Communication Resources
This free downloadable book is considered a classic text in health literacy. Chapter 7, Visuals and How to Use Them, identifies the special needs of poor readers and provides guidance to make visuals responsive to those needs. Visuals, such as pictures, drawings, charts, graphs and diagrams, can be effective tools for communicating health ...
Medical Data Visualization: Examples, Implementation
💬 Medical data visualization is still a bit underrated in terms of health data analytics and representation. However, this superior method has gradually become a mega-trend and game-changer in the industry. For many years, data visualization in healthcare has not been widely adopted and has remained massively underused by the majority of medical professionals…
Displaying the Data in a Health Care Quality Report
Displaying the Data in a Health Care Quality Report. Graphs and tables remain the most efficient and practical way to convey a large amount of information, especially comparative information and numbers. Visual presentations are powerful tools for concisely making points that are hard to put into words. However, while some consumers prefer a ...
Application of a Graphical Depiction of Longitudinal Study Designs to
Graphical representations of study designs can improve the reporting and design of research conducted in health care databases, specifically by enhancing the transparency and clarity of often complex studies. As such, Schneeweiss et al. (2019) proposed a graphical framework for longitudinal study designs in health care databases.
Graphical representation of the comprehensive patient flow through the
Discussion. It is necessary to create new graphical representations to synthetically represent the patient flow through the hospital and transfers between medical departments. It could improve the way patients are taken care of, shorten the patients stays, and contain the costs.
Predictive Modeling with Temporal Graphical Representation on
Deep learning-based predictive models, leveraging Electronic Health Records (EHR), are receiving increasing attention in healthcare. An effective representation of a patient's EHR should hierarchically encompass both the temporal relationships between historical visits and medical events, and the inherent structural information within these elements. Existing patient representation methods can ...
How to Visualize Healthcare Data with Infographics
Infogram: Healthcare stakeholders can create interactive charts and maps to visualize data using Infogram. Chartblocks: Healthcare organizations can import, design, and share their charts right on Chartblocks. Google Charts: Google charts use pure HTMP5/SVG technology to help users visualize healthcare data. 2.
Visual Display
Often, graphical representations provide a means of communicating key features of the data, and can enhance summary presentations of data in tabular form. For example, as part of our project, we produced a series of booklets - one for each health outcome, at each level of geography.
Graphical Representation of Data
Examples on Graphical Representation of Data. Example 1: A pie chart is divided into 3 parts with the angles measuring as 2x, 8x, and 10x respectively. Find the value of x in degrees. Solution: We know, the sum of all angles in a pie chart would give 360º as result. ⇒ 2x + 8x + 10x = 360º. ⇒ 20 x = 360º.
Sequential graph convolutional network and DeepRNN based hybrid
Graph convolutional networks (GCNs), which have enabled the use of CNN's representation learning capabilities for irregular graph data, have advanced the theory of signal processing on graphs. Through the use of graph convolutional networks, convolution is made applicable to non-Euclidean graph data.
Graphical Representation
Graphical Representation is a way of analysing numerical data. It exhibits the relation between data, ideas, information and concepts in a diagram. It is easy to understand and it is one of the most important learning strategies. It always depends on the type of information in a particular domain. There are different types of graphical ...
Hope Starts With Us: Representation's Impact on Health in Our
NAMI CEO Daniel H. Gillison, Jr., speaks to Dr. Hernando Carter, an internal medicine physician based in Birmingham, Alabama. They discuss the importance of caring for the health care professionals in our communities in honor of National Hospital Week, as well as bridging care gaps for underrepresented communities and developing increased representation within the health care field.
PDF Learning Fair Representations
2.2. Learning fair representations. The goal in our model, which we denote LFR (Learned Fair Representations), is to learn a good prototype set. such that: the mapping from X0 to Z satis es statistical par-ity; the mapping to Z-space retains information in X (except for membership in the protected set); and.
Icon Family Healthcare
Dr. Kash Biddle has a full range of experience in Family Medicine. He is a primary care provider established in Broken Arrow, Oklahoma and his medical specialization is General Practice with more than 42 years of experience. He graduated from Oklahoma State University College of Osteopathic Medicine in 1981.
2021 Edition
All Californians should have access to the high-quality health care they need to lead long and healthy lives. Achieving this requires reducing disparities in health care and the social determinants of health that affect historically excluded or marginalized groups. 1 Disparities occur across many demographic categories, including race/ethnicity, socioeconomic status, age, place of residence ...
PDF Smartphone App Categorization for Interest Targeting in Advertising
Figure 1: Graphical representation of app2vec model Table 1: Qualitative analysis of learned app embeddings (nearest neighbors of app \Daily Workouts Free") Nearest neighbor Cosine similarity Daily Cardio Workout Free 0.935 Daily Leg Workout Free 0.934 Daily Ab Workout Free 0.932 Daily Butt Workout Free 0.927 7-minute Workout 0.899 in a form p ...
UN deaths in Gaza estimate cut in half for women and children
0:30. WASHINGTON ― The United Nations reduced estimates for the number of women and children killed during Israel's war in Gaza by nearly half, inviting new scrutiny for figures that come from ...
'Confronting' drawing depicting graphic hazing ritual among finalists
A "confronting" drawing depicting a soldier being subjected to a graphic sexualised hazing ritual has caused a stir online after being uploaded to the Australian War Memorial website.
Health Equity Expert Values AAPI Heritage Month as Chance to Advocate
In recognition of May being Asian American and Pacific Islander (AAPI) Heritage Month, ACRP reached out for some thoughts on the importance of the event to Ruma Bhagat, MD, MPH, Senior Director for Global Health Equity and Population Science at Genentech, where she leads cross-organizational efforts that advance health equity and inclusive research by broadening the scientifically driven ...
Budget 2024-25
Fact sheet. Budget 2024-25: A fit and healthy Australia. 14 May 2024. Fact sheet. We aim to provide documents in an accessible format. If you're having problems using a document with your accessibility tools, please contact us for help. Publication date: 14 May 2024. Publication type:
COMMENTS
Introduction. In the early 1990s, two broad conceptual frameworks for considering the factors that influence health were published. 1,2 These two examples of frameworks continue to guide the work of population health researchers and practitioners. Graphic representations, such as conceptual frameworks, are often used to help clarify and distill a set of concepts that are fundamental and their ...
Abstract. Graph theory is a well-established theory with many methods used in mathematics to study graph structures. In the field of medicine, electronic health records (EHR) are commonly used to store and analyze patient data. Consequently, it seems straight-forward to perform research on modeling EHR data as graphs.
Graph representation learning exploits relational inductive biases for data that come in the form of graphs. In some settings, however, the graphs are not readily available for learning. This is ...
Well-designed visual displays have the power to convey health messages in clear, effective ways to non-experts, including journalists, patients and policymakers. Poorly designed visual displays ...
Graph theory is a well-established theory with many methods used in mathematics to study graph structures. In the field of medicine, electronic health records (EHR) are commonly used to store and analyze patient data. Consequently, it seems straight-forward to perform research on modeling EHR data as graphs. This systematic literature review aims to investigate the frontiers of the current ...
Background Australian epidemiologists have recognised that lay readers have difficulty understanding statistical graphs in reports on population health. This study aimed to provide evidence for graph design improvements that increase comprehension by non-experts. Methods This was a double-blind, randomised, controlled trial of graph-design interventions, conducted as a postal survey. Control ...
Proteins. Graph representation learning has been widely used to model pro-teins and produce new protein designs by optimizing over the input space (such as amino acid sequences) of a predictive ...
Infographics and other visual representations of facts and figures help people quickly understand information by complementing or replacing text with images. Communicators can add graphics and GIFs (a series of short animated images) to social media messages to increase clicks and sharing. ... High-quality graphic design and imagery can show ...
An appropriate graphical representation of category frequencies is a pie chart, where each slice represent a different category and slice angles are proportional to the frequencies of the categories. Another graphical method used for category frequencies is a bar chart, where each bar represents a different category and the heights of the bars ...
Background: Although patient history is essential for informing mental health assessment, diagnosis, and prognosis, there is a dearth of standardized instruments measuring time-dependent factors relevant to psychiatric disorders. Previous research has demonstrated the potential utility of graphical representations, termed life charts, for depicting the complexity of the course of mental illness.
This free downloadable book is considered a classic text in health literacy. Chapter 7, Visuals and How to Use Them, identifies the special needs of poor readers and provides guidance to make visuals responsive to those needs. Visuals, such as pictures, drawings, charts, graphs and diagrams, can be effective tools for communicating health ...
💬 Medical data visualization is still a bit underrated in terms of health data analytics and representation. However, this superior method has gradually become a mega-trend and game-changer in the industry. For many years, data visualization in healthcare has not been widely adopted and has remained massively underused by the majority of medical professionals…
Displaying the Data in a Health Care Quality Report. Graphs and tables remain the most efficient and practical way to convey a large amount of information, especially comparative information and numbers. Visual presentations are powerful tools for concisely making points that are hard to put into words. However, while some consumers prefer a ...
Graphical representations of study designs can improve the reporting and design of research conducted in health care databases, specifically by enhancing the transparency and clarity of often complex studies. As such, Schneeweiss et al. (2019) proposed a graphical framework for longitudinal study designs in health care databases.
Discussion. It is necessary to create new graphical representations to synthetically represent the patient flow through the hospital and transfers between medical departments. It could improve the way patients are taken care of, shorten the patients stays, and contain the costs.
Deep learning-based predictive models, leveraging Electronic Health Records (EHR), are receiving increasing attention in healthcare. An effective representation of a patient's EHR should hierarchically encompass both the temporal relationships between historical visits and medical events, and the inherent structural information within these elements. Existing patient representation methods can ...
Infogram: Healthcare stakeholders can create interactive charts and maps to visualize data using Infogram. Chartblocks: Healthcare organizations can import, design, and share their charts right on Chartblocks. Google Charts: Google charts use pure HTMP5/SVG technology to help users visualize healthcare data. 2.
Often, graphical representations provide a means of communicating key features of the data, and can enhance summary presentations of data in tabular form. For example, as part of our project, we produced a series of booklets - one for each health outcome, at each level of geography.
Examples on Graphical Representation of Data. Example 1: A pie chart is divided into 3 parts with the angles measuring as 2x, 8x, and 10x respectively. Find the value of x in degrees. Solution: We know, the sum of all angles in a pie chart would give 360º as result. ⇒ 2x + 8x + 10x = 360º. ⇒ 20 x = 360º.
Graph convolutional networks (GCNs), which have enabled the use of CNN's representation learning capabilities for irregular graph data, have advanced the theory of signal processing on graphs. Through the use of graph convolutional networks, convolution is made applicable to non-Euclidean graph data.
Graphical Representation is a way of analysing numerical data. It exhibits the relation between data, ideas, information and concepts in a diagram. It is easy to understand and it is one of the most important learning strategies. It always depends on the type of information in a particular domain. There are different types of graphical ...
NAMI CEO Daniel H. Gillison, Jr., speaks to Dr. Hernando Carter, an internal medicine physician based in Birmingham, Alabama. They discuss the importance of caring for the health care professionals in our communities in honor of National Hospital Week, as well as bridging care gaps for underrepresented communities and developing increased representation within the health care field.
2.2. Learning fair representations. The goal in our model, which we denote LFR (Learned Fair Representations), is to learn a good prototype set. such that: the mapping from X0 to Z satis es statistical par-ity; the mapping to Z-space retains information in X (except for membership in the protected set); and.
Dr. Kash Biddle has a full range of experience in Family Medicine. He is a primary care provider established in Broken Arrow, Oklahoma and his medical specialization is General Practice with more than 42 years of experience. He graduated from Oklahoma State University College of Osteopathic Medicine in 1981.
All Californians should have access to the high-quality health care they need to lead long and healthy lives. Achieving this requires reducing disparities in health care and the social determinants of health that affect historically excluded or marginalized groups. 1 Disparities occur across many demographic categories, including race/ethnicity, socioeconomic status, age, place of residence ...
Figure 1: Graphical representation of app2vec model Table 1: Qualitative analysis of learned app embeddings (nearest neighbors of app \Daily Workouts Free") Nearest neighbor Cosine similarity Daily Cardio Workout Free 0.935 Daily Leg Workout Free 0.934 Daily Ab Workout Free 0.932 Daily Butt Workout Free 0.927 7-minute Workout 0.899 in a form p ...
0:30. WASHINGTON ― The United Nations reduced estimates for the number of women and children killed during Israel's war in Gaza by nearly half, inviting new scrutiny for figures that come from ...
A "confronting" drawing depicting a soldier being subjected to a graphic sexualised hazing ritual has caused a stir online after being uploaded to the Australian War Memorial website.
In recognition of May being Asian American and Pacific Islander (AAPI) Heritage Month, ACRP reached out for some thoughts on the importance of the event to Ruma Bhagat, MD, MPH, Senior Director for Global Health Equity and Population Science at Genentech, where she leads cross-organizational efforts that advance health equity and inclusive research by broadening the scientifically driven ...
Fact sheet. Budget 2024-25: A fit and healthy Australia. 14 May 2024. Fact sheet. We aim to provide documents in an accessible format. If you're having problems using a document with your accessibility tools, please contact us for help. Publication date: 14 May 2024. Publication type: