OOIR: Observatory of International Research

Papers

(The H4-Index of JMIR Medical Informatics is 31. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

Article	Citations
Assimilation of Medical Appointment Scheduling Systems and Their Impact on the Accessibility of Primary Care: Mixed Methods Study	153
The Information and Communication Technology Maturity Assessment at Primary Health Care Services Across 9 Provinces in Indonesia: Evaluation Study	113
Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation	99
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework	92
Personalized Prediction of Long-Term Renal Function Prognosis Following Nephrectomy Using Interpretable Machine Learning Algorithms: Case-Control Study	76
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case	67
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	65
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach	60
The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation	55
The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications	53
Effect of Smartphone-Based Messaging on Interns and Nurses at an Academic Medical Center: Observational Study	53
Predicting Prolonged Length of Hospital Stay for Peritoneal Dialysis–Treated Patients Using Stacked Generalization: Model Development and Validation Study	51
The Unified Medical Language System at 30 Years and How It Is Used and Published: Systematic Review and Content Analysis	49
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study	48
Prediction of Insulin Resistance in Non-Diabetic Population Using LightGBM and Cohort Validation of Its Clinical Value:: A Cross-Sectional and Retrospective Cohort Study (Preprint)	45
Tempering Expectations on the Medical Artificial Intelligence Revolution: The Medical Trainee Viewpoint	42
Visualizing Knowledge Evolution Trends and Research Hotspots of Personal Health Data Research: Bibliometric Analysis	42
An mHealth-Based Health Management Information System Among Health Workers in Volta and Eastern Regions of Ghana: Pre-Post Comparison Analysis	39
Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study	39
Current Status of the Health Information Technology Industry in China from the China Hospital Information Network Conference: Cross-sectional Study of Participating Companies	38
Effective Training Data Extraction Method to Improve Influenza Outbreak Prediction from Online News Articles: Deep Learning Model Study	38
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review	36
Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study	36
Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries	36
Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study	35

Interpretable Deep Learning System for Identifying Critical Patients Through the Prediction of Triage Level, Hospitalization, and Length of Stay: Prospective Study	34
How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”	34
Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial	33
Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study	32
Using Electronic Health Records for the Learning Health System: Creation of a Diabetes Research Registry	31
Pandemic-Related Impairment in the Monitoring of Patients With Hypertension and Diabetes and the Development of a Digital Solution for the Community Health Worker: Quasiexperimental and Implementation	31
Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation	31
Impact of Electronic Health Record Use on Cognitive Load and Burnout Among Clinicians: Narrative Review	31