OOIR: Observatory of International Research

Papers

(The H4-Index of JMIR Medical Informatics is 30. 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 2021-04-01 to 2025-04-01.)

Article	Citations
A Mobile App (Concerto) to Empower Hospitalized Patients in a Swiss University Hospital: Development, Design, and Implementation Report	147
Introducing the “AI Language Models in Health Care” Section: Actionable Strategies for Targeted and Wide-Scale Deployment	107
Identification of Prediabetes Discussions in Unstructured Clinical Documentation: Validation of a Natural Language Processing Algorithm	93
Addendum: Building a Shared, Scalable, and Sustainable Source for the Problem-Oriented Medical Record: Developmental Study	92
Identifying Patient-Reported Care Experiences in Free-Text Survey Comments: Topic Modeling Study	71
Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study	66
Exploiting Intersentence Information for Better Question-Driven Abstractive Summarization: Algorithm Development and Validation	58
Machine Learning Algorithms to Detect Subclinical Keratoconus: Systematic Review	55
Optimal Triage for COVID-19 Patients Under Limited Health Care Resources With a Parsimonious Machine Learning Prediction Model and Threshold Optimization Using Discrete-Event Simulation: Development S	54
Early Identification of Maternal Cardiovascular Risk Through Sourcing and Preparing Electronic Health Record Data: Machine Learning Study	53
Developing a Capsule Clinic—A 24-Hour Institution for Improving Primary Health Care Accessibility: Evidence From China	51
An Ontology for Digital Medicine Outcomes: Development of the Digital Medicine Outcomes Value Set (DOVeS)	50
Computer-Supported Collaborative Design of Standardized Clinical Cases: Algorithm Development and Validation	46
Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology	46
A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection	46
Semantic Interoperability of Electronic Health Records: Systematic Review of Alternative Approaches for Enhancing Patient Information Availability	45
Event Analysis for Automated Estimation of Absent and Persistent Medication Alerts: Novel Methodology	43
Factors Contributing to Successful Information System Implementation and Employee Well-Being in Health Care and Social Welfare Professionals: Comparative Cross-Sectional Study	42
Development, Implementation, and Evaluation Methods for Dashboards in Health Care: Scoping Review	40
A Pragmatic Method to Integrate Data From Preexisting Cohort Studies Using the Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model: Case Study	39
Bidirectional Long Short-Term Memory–Based Detection of Adverse Drug Reaction Posts Using Korean Social Networking Services Data: Deep Learning Approaches	38
CHDmap: One Step Further Toward Integrating Medicine-Based Evidence Into Practice	36
Leveraging Artificial Intelligence and Data Science for Integration of Social Determinants of Health in Emergency Medicine: Scoping Review	35
An Electronic Health Record–Integrated Application for Standardizing Care and Monitoring Patients With Autosomal Dominant Polycystic Kidney Disease Enrolled in a Tolvaptan Clinic: Design and Implement	34
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	33

How People With a Bipolar Disorder Diagnosis Talk About Personal Recovery in Peer Online Support Forums: Corpus Framework Analysis Using the POETIC Framework	33
Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review	33
Qwen-2.5 Outperforms Other Large Language Models in the Chinese National Nursing Licensing Examination: Retrospective Cross-Sectional Comparative Study	32
Comparing Natural Language Processing and Structured Medical Data to Develop a Computable Phenotype for Patients Hospitalized Due to COVID-19: Retrospective Analysis	31
Deep Neural Networks provide expert level prediction accuracy in classification of fetal state from Cardiotocography records (Preprint)	31
Assessing the Performance of a New Artificial Intelligence–Driven Diagnostic Support Tool Using Medical Board Exam Simulations: Clinical Vignette Study	30
Identifying Patients With Heart Failure Who Are Susceptible to De Novo Acute Kidney Injury: Machine Learning Approach	30
Information Extraction Framework for Disability Determination Using a Mental Functioning Use-Case	30
Unsupervised Machine Learning for Identifying Challenging Behavior Profiles to Explore Cluster-Based Treatment Efficacy in Children With Autism Spectrum Disorder: Retrospective Data Analysis Study	30
Comparison of the Erectile Dysfunction Drugs Sildenafil and Tadalafil Using Patient Medication Reviews: Topic Modeling Study	30
Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis	30