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 2021-09-01 to 2025-09-01.)

Article	Citations
Toward Cross-Hospital Deployment of NLP Systems: A Robustness Evaluation of Fine-Tuned LLMs for Japanese Disease Name Recognition (Preprint)	140
The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications	121
Personalized Prediction of Long-Term Renal Function Prognosis Following Nephrectomy Using Interpretable Machine Learning Algorithms: Case-Control Study	99
Assimilation of Medical Appointment Scheduling Systems and Their Impact on the Accessibility of Primary Care: Mixed Methods Study	90
Prediction of Spontaneous Breathing Trial Outcome in Critically Ill-Ventilated Patients Using Deep Learning: Development and Verification Study	86
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	78
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach	76
The Information and Communication Technology Maturity Assessment at Primary Health Care Services Across 9 Provinces in Indonesia: Evaluation Study	68
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study	61
Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study	55
Effect of Smartphone-Based Messaging on Interns and Nurses at an Academic Medical Center: Observational Study	52
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case	48
Bibliometric Insights into the Infodemic: Global Research Trends and Policy Responses (Preprint)	48
How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework	46
Creation and Implementation of an Electronic Sexual Assault Record at the Geneva University Hospital (Preprint)	46
Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries	45
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	45
Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study	44
Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study	43
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	43
Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation	42
Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation	41
Genotype Distribution and Migration Patterns of Hepatitis C Virus in Shandong Province, China: Molecular Epidemiology and Phylogenetic Study	40
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals	38
Enhancing the Predictions of Cytomegalovirus Infection in Severe Ulcerative Colitis Using a Deep Learning Ensemble Model: Development and Validation Study	37

How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”	36
Impact of Electronic Health Record Use on Cognitive Load and Burnout Among Clinicians: Narrative Review	36
Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial	36
Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study	34
Using Electronic Health Records for the Learning Health System: Creation of a Diabetes Research Registry	33
A Patient Similarity Network (CHDmap) to Predict Outcomes After Congenital Heart Surgery: Development and Validation Study	32
A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study	31