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 2021-12-01 to 2025-12-01.)

Article	Citations
Effect of Smartphone-Based Messaging on Interns and Nurses at an Academic Medical Center: Observational Study	165
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework	135
Bibliometric Insights Into the Infodemic: Global Research Trends and Policy Responses: Quantitative Research	111
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	104
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach	100
The Information and Communication Technology Maturity Assessment at Primary Health Care Services Across 9 Provinces in Indonesia: Evaluation Study	95
Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study	85
Automated Speech Analysis for Screening and Monitoring Bipolar Depression: Development and Interpretation of Machine Learning Models (Preprint)	78
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	71
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study	70
Creation and Implementation of an Electronic Sexual Assault Record at the Geneva University Hospital	70
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case	65
Personalized Prediction of Long-Term Renal Function Prognosis Following Nephrectomy Using Interpretable Machine Learning Algorithms: Case-Control Study	58
The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications	55
Synthetic Tabular Data Generation Under Horizontal Federated Learning Environments in Acute Myeloid Leukemia: Case-Based Simulation Study	51
Prediction of Spontaneous Breathing Trial Outcome in Critically Ill-Ventilated Patients Using Deep Learning: Development and Verification Study	51
An mHealth-Based Health Management Information System Among Health Workers in Volta and Eastern Regions of Ghana: Pre-Post Comparison Analysis	50
Tempering Expectations on the Medical Artificial Intelligence Revolution: The Medical Trainee Viewpoint	47
Genotype Distribution and Migration Patterns of Hepatitis C Virus in Shandong Province, China: Molecular Epidemiology and Phylogenetic Study	47
Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study	47
Combining Machine Learning With Real-World Data to Identify Gaps in Clinical Practice Guidelines: Feasibility Study Using the Prospective German Stroke Registry and the National Acute Ischemic Stroke	47
Autoencoder-Based Representation Learning for Similar Patients Retrieval From Electronic Health Records: Comparative Study	46
A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study	43
How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”	41
Using Electronic Health Records for the Learning Health System: Creation of a Diabetes Research Registry	40

Enhancing the Predictions of Cytomegalovirus Infection in Severe Ulcerative Colitis Using a Deep Learning Ensemble Model: Development and Validation Study	40
Predicting Metabolic Dysfunction-Associated Fatty Liver Disease Phenotypes among Adults: A Two-Stage Contrastive Learning Method (Preprint)	38
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals	37
Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries	35
Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial	35
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
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review	32
Interpretable Deep Learning System for Identifying Critical Patients Through the Prediction of Triage Level, Hospitalization, and Length of Stay: Prospective Study	32