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Computer-Supported Collaborative Design of Standardized Clinical Cases: Algorithm Development and Validation
Computer-Supported Collaborative Design of Standardized Clinical Cases: Algorithm Development and Validation
Background: The creation of computer-supported collaborative clinical cases is an area of research in teaching that has be...
Applications of Natural Language Processing for the Management of Stroke Disorders: Scoping Review
Applications of Natural Language Processing for the Management of Stroke Disorders: Scoping Review
Background: Recent advances in natural language processing (NLP) have heightened the interest of the medical community in ...
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
Background: Machine Learning-Enabled Clinical Information Systems (ML-CIS) have the potential to drive healthcare delivery...
Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study
Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study
Background: It remains a challenge to predict which treatment will work for which patient in mental healthcare. Objective:...
Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis
Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis
Background: Electronic health records (EHRs) have struggled to fully capture social determinants of health (SDOH) due to c...
Designing Interoperable Health Care Services Based on Fast Healthcare Interoperability Resources: Literature Review
Designing Interoperable Health Care Services Based on Fast Healthcare Interoperability Resources: Literature Review
Background: With the advent of the digital economy and the aging population, the demand for diversified health care servic...
Methods Used in the Development of Common Data Models for Health Data: Scoping Review
Methods Used in the Development of Common Data Models for Health Data: Scoping Review
Background: Common data models (CDMs) are essential tools for data harmonization, which can lead to significant improvemen...
Visual Analytics of Multidimensional Oral Health Surveys: Data Mining Study
Visual Analytics of Multidimensional Oral Health Surveys: Data Mining Study
Background: Oral health surveys largely facilitate the prevention and treatment of oral diseases as well as the awareness ...
Structure of Health Information With Different Information Models: Evaluation Study With Competency Questions
Structure of Health Information With Different Information Models: Evaluation Study With Competency Questions
Background: There is a flora of health care information models but no consensus on which to use. This leads to poor inform...
Data Analysis of Physician Competence Research Trend: Social Network Analysis and Topic Modeling Approach
Data Analysis of Physician Competence Research Trend: Social Network Analysis and Topic Modeling Approach
Background: Studies on competency in medical education often explore the acquisition, performance, and evaluation of parti...
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study
Background: Inappropriate medication in older patients with multimorbidity leads to a greater risk of adverse drug events....
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case
Smart cities and digital public health are closely related. Managing digital transformation in urbanization and living spa...
An Electronic Dashboard to Improve Dosing of Hydroxychloroquine Within the Veterans Health Care System: Time Series Analysis
An Electronic Dashboard to Improve Dosing of Hydroxychloroquine Within the Veterans Health Care System: Time Series Analysis
Background: Hydroxychloroquine (HCQ) is commonly used for patients with autoimmune conditions. Long-term use of HCQ can ca...