OOIR: Observatory of International Research

Papers

(The H4-Index of JMIR Medical Informatics is 32. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Effect of Smartphone-Based Messaging on Interns and Nurses at an Academic Medical Center: Observational Study	172
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework	139
Bibliometric Insights Into the Infodemic: Global Research Trends and Policy Responses: Quantitative Research	115
Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japanese	108
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach	104
Prediction of Spontaneous Breathing Trial Outcome in Critically Ill-Ventilated Patients Using Deep Learning: Development and Verification Study	102
Automated Speech Analysis for Screening and Monitoring Bipolar Depression: Machine Learning Model Development and Interpretation Study	87
Creation and Implementation of an Electronic Sexual Assault Record at the Geneva University Hospital	83
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study	77
The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications	75
Personalized Prediction of Long-Term Renal Function Prognosis Following Nephrectomy Using Interpretable Machine Learning Algorithms: Case-Control Study	73
Synthetic Tabular Data Generation Under Horizontal Federated Learning Environments in Acute Myeloid Leukemia: Case-Based Simulation Study	72
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	65
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case	59
Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study	54
An mHealth-Based Health Management Information System Among Health Workers in Volta and Eastern Regions of Ghana: Pre-Post Comparison Analysis	53
The Information and Communication Technology Maturity Assessment at Primary Health Care Services Across 9 Provinces in Indonesia: Evaluation Study	53
Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study	49
Characterization of Electronic Health Record Use Outside Scheduled Clinic Hours Among Primary Care Pediatricians: Retrospective Descriptive Task Analysis of Electronic Health Record Access Log Data	49
Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study	48
Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation	48
Genotype Distribution and Migration Patterns of Hepatitis C Virus in Shandong Province, China: Molecular Epidemiology and Phylogenetic Study	48
Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation	48
Tempering Expectations on the Medical Artificial Intelligence Revolution: The Medical Trainee Viewpoint	44
Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study	43

Autoencoder-Based Representation Learning for Similar Patients Retrieval From Electronic Health Records: Comparative Study	41
A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study	41
How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”	39
Enhancing the Predictions of Cytomegalovirus Infection in Severe Ulcerative Colitis Using a Deep Learning Ensemble Model: Development and Validation Study	37
Using Electronic Health Records for the Learning Health System: Creation of a Diabetes Research Registry	35
Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries	34
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	33
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals	32
A Patient Similarity Network (CHDmap) to Predict Outcomes After Congenital Heart Surgery: Development and Validation Study	32
Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial	32