JMIR Medical Informatics

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
A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection	46
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
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
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
Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review	33
Qwen-2.5 Outperforms Other Large Language Models in the Chinese National Nursing Licensing Examination: Retrospective Cross-Sectional Comparative Study	32
Deep Neural Networks provide expert level prediction accuracy in classification of fetal state from Cardiotocography records (Preprint)	31
Comparing Natural Language Processing and Structured Medical Data to Develop a Computable Phenotype for Patients Hospitalized Due to COVID-19: Retrospective Analysis	31
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
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
Vascular Aging Estimation Based on Artificial Neural Network Using Photoplethysmogram Waveform Decomposition: Retrospective Cohort Study	29
Data Set and Benchmark (MedGPTEval) to Evaluate Responses From Large Language Models in Medicine: Evaluation Development and Validation	29
Emotion-Based Reinforcement Attention Network for Depression Detection on Social Media: Algorithm Development and Validation	28
The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation	28
Effects of Background Colors, Flashes, and Exposure Values on the Accuracy of a Smartphone-Based Pill Recognition System Using a Deep Convolutional Neural Network: Deep Learning and Experimental Appro	28
Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review	27
A Nationwide Chronic Disease Management Solution via Clinical Decision Support Services: Software Development and Real-Life Implementation Report	27
The Unified Medical Language System at 30 Years and How It Is Used and Published: Systematic Review and Content Analysis	27
Weight-Based Framework for Predictive Modeling of Multiple Databases With Noniterative Communication Without Data Sharing: Privacy-Protecting Analytic Method for Multi-Institutional Studies	27
Automating Large-scale Health Care Service Feedback Analysis: Sentiment Analysis and Topic Modeling Study	27
Application of Failure Mode and Effects Analysis to Improve the Quality of the Front Page of Electronic Medical Records in China: Cross-Sectional Data Mapping Analysis	27
Assimilation of Medical Appointment Scheduling Systems and Their Impact on the Accessibility of Primary Care: Mixed Methods Study	24
Can Real-time Computer-Aided Detection Systems Diminish the Risk of Postcolonoscopy Colorectal Cancer?	24
An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study	24
Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study	23
Cluster Analysis of Primary Care Physician Phenotypes for Electronic Health Record Use: Retrospective Cohort Study	23
Prediction Algorithms for Blood Pressure Based on Pulse Wave Velocity Using Health Checkup Data in Healthy Korean Men: Algorithm Development and Validation	23
Investigating Health Context Using a Spatial Data Analytical Tool: Development of a Geospatial Big Data Ecosystem	23
Integrated Personal Health Record in Indonesia: Design Science Research Study	22
Correction: Data Analysis of Physician Competence Research Trend: Social Network Analysis and Topic Modeling Approach	22
Mortality Prediction of Patients With Cardiovascular Disease Using Medical Claims Data Under Artificial Intelligence Architectures: Validation Study	22
Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation	22
Use of Machine Learning Algorithms to Predict the Understandability of Health Education Materials: Development and Evaluation Study	22
Ranking Rule-Based Automatic Explanations for Machine Learning Predictions on Asthma Hospital Encounters in Patients With Asthma: Retrospective Cohort Study	21
Improving Human Happiness Analysis Based on Transfer Learning: Algorithm Development and Validation	21
Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review	20
Correction: Evaluation of Three Feasibility Tools for Identifying Patient Data and Biospecimen Availability: Comparative Usability Study	20
A Machine Learning–Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study	20
Deep Neural Networks for Simultaneously Capturing Public Topics and Sentiments During a Pandemic: Application on a COVID-19 Tweet Data Set	20
The Impact of International Classification of Disease–Triggered Prescription Support on Telemedicine: Observational Analysis of Efficiency and Guideline Adherence	20
Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study	20
Correction: A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study	20
Relation Extraction in Biomedical Texts Based on Multi-Head Attention Model With Syntactic Dependency Feature: Modeling Study	20
Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation	20
Patient Recruitment System for Clinical Trials: Mixed Methods Study About Requirements at Ten University Hospitals	20
The Effects of Electronic Health Records on Medical Error Reduction: Extension of the DeLone and McLean Information System Success Model	20
The Power of Patient Engagement With Electronic Health Records as Research Participants	19
Prediction Model of Osteonecrosis of the Femoral Head After Femoral Neck Fracture: Machine Learning–Based Development and Validation Study	19
Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis	19

Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation	19
Matching Biomedical Ontologies: Construction of Matching Clues and Systematic Evaluation of Different Combinations of Matchers	19
Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study	19
Perceptions and Discussions of Snus on Twitter: Observational Study	18
The Evolution of Rumors on a Closed Social Networking Platform During COVID-19: Algorithm Development and Content Study	18
Machine Learning Methods for the Diagnosis of Chronic Obstructive Pulmonary Disease in Healthy Subjects: Retrospective Observational Cohort Study	18
GPT-3.5 Turbo and GPT-4 Turbo in Title and Abstract Screening for Systematic Reviews	17
Usage Patterns of Web-Based Stroke Calculators in Clinical Decision Support: Retrospective Analysis	17
A Tool for Evaluating Medication Alerting Systems: Development and Initial Assessment	17
Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy	17
The Impact of Smartphone-Based Messaging on Interns and Nurses at an Academic Medical Center: an Observational Study (Preprint)	17
Potential Uses of Blockchain Technology for Outcomes Research on Opioids	17
Global Research on Coronaviruses: Metadata-Based Analysis for Public Health Policies	17
Intention to Use Wiki-Based Knowledge Tools: Survey of Quebec Emergency Health Professionals	17
The Effect of Implementation of Guideline Order Bundles Into a General Admission Order Set on Clinical Practice Guideline Adoption: Quasi-Experimental Study	16
Artificial Intelligence–Based Framework for Analyzing Health Care Staff Security Practice: Mapping Review and Simulation Study	16
Patient Perspectives on the Digitization of Personal Health Information in the Emergency Department: Mixed Methods Study During the COVID-19 Pandemic	16
Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development	16
An Efficient Method for Deidentifying Protected Health Information in Chinese Electronic Health Records: Algorithm Development and Validation	16
Predicting Prolonged Length of Hospital Stay for Peritoneal Dialysis–Treated Patients Using Stacked Generalization: Model Development and Validation Study	16
Global Research Trends in Tyrosine Kinase Inhibitors: Coword and Visualization Study	16
Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation	16
Machine Learning Models for Parkinson Disease: Systematic Review	16
Sociotechnical Drivers and Barriers in the Consumer Adoption of Personal Health Records: Empirical Investigation	16
One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case	16
Real-World Data Quality Framework for Oncology Time to Treatment Discontinuation Use Case: Implementation and Evaluation Study	15
Enhancing Health Equity by Predicting Missed Appointments in Health Care: Machine Learning Study	15
Predicting Readmission Charges Billed by Hospitals: Machine Learning Approach	15
Using Electronic Medical Record Data for Research in a Healthcare Information and Management Systems Society (HIMSS) Analytics Electronic Medical Record Adoption Model (EMRAM) Stage 7 Hospital in Beij	15
Mining Electronic Health Records for Drugs Associated With 28-day Mortality in COVID-19: Pharmacopoeia-wide Association Study (PharmWAS)	15
Deciphering the Efficacy and Mechanisms of Chinese Herbal Medicine for Diabetic Kidney Disease by Integrating Web-Based Biochemical Databases and Real-World Clinical Data: Retrospective Cohort Study	15
Personalized Prediction of Long-Term Renal Function Prognosis Following Nephrectomy Using Interpretable Machine Learning Algorithms: Case-Control Study	14
Evaluating the Bias in Hospital Data: Automatic Preprocessing of Patient Pathways Algorithm Development and Validation Study	14
Categorizing Vaccine Confidence With a Transformer-Based Machine Learning Model: Analysis of Nuances of Vaccine Sentiment in Twitter Discourse	14
Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study	14
The Information and Communication Technology Maturity Assessment at Primary Health Care Services Across 9 Provinces in Indonesia: Evaluation Study	14
State of the Art of Machine Learning–Enabled Clinical Decision Support in Intensive Care Units: Literature Review	14
Correction: Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis	14
Machine Learning–Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study	14
Multicriteria Decision-Making in Diabetes Management and Decision Support: Systematic Review	14
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach	14
The Value of Electronic Health Records Since the Health Information Technology for Economic and Clinical Health Act: Systematic Review	14
A Machine Learning Approach for Continuous Mining of Nonidentifiable Smartphone Data to Create a Novel Digital Biomarker Detecting Generalized Anxiety Disorder: Prospective Cohort Study	14
The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study	14
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice	14
Using General-purpose Sentiment Lexicons for Suicide Risk Assessment in Electronic Health Records: Corpus-Based Analysis	14
Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis	14
Methods Used in the Development of Common Data Models for Health Data: Scoping Review	14
Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices	14
Preliminary Evidence of the Use of Generative AI in Health Care Clinical Services: Systematic Narrative Review	13
Operationalizing and Implementing Pretrained, Large Artificial Intelligence Linguistic Models in the US Health Care System: Outlook of Generative Pretrained Transformer 3 (GPT-3) as a Service Model	13
Leveraging Genetic Reports and Electronic Health Records for the Prediction of Primary Cancers: Algorithm Development and Validation Study	13
Tempering Expectations on the Medical Artificial Intelligence Revolution: The Medical Trainee Viewpoint	13
The Use of Generative AI for Scientific Literature Searches for Systematic Reviews: ChatGPT and Microsoft Bing AI Performance Evaluation	13
Convolutional Neural Network Models for Visual Classification of Pressure Ulcer Stages: Cross-Sectional Study	13
Response to Reviewer's Comments on the Study of Non-invasive Anemia Diagnosis: Improvement Directions and Prospects (Preprint)	13
Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study	13
Establishment of a Public Mental Health Database for Research Purposes in the Ferrara Province: Development and Preliminary Evaluation Study	13
Health Natural Language Processing: Methodology Development and Applications	13
Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning	13
Retrieval-Based Diagnostic Decision Support: Mixed Methods Study	13
Test Ltp (Preprint)	12
A Smartphone App (AnSim) With Various Types and Forms of Messages Using the Transtheoretical Model for Cardiac Rehabilitation in Patients With Coronary Artery Disease: Development and Usability Study	12
Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Developm	12
Effective Training Data Extraction Method to Improve Influenza Outbreak Prediction from Online News Articles: Deep Learning Model Study	12
Bridging Data Models in Health Care With a Novel Intermediate Query Format for Feasibility Queries: Mixed Methods Study	12
A Call to Reconsider a Nationwide Electronic Health Record System: Correcting the Failures of the National Program for IT	12
Learnings From Implementation of Technology-Enabled Mental Health Interventions in India: Implementation Report	12
The Necessity of Interoperability to Uncover the Full Potential of Digital Health Devices	12
Predicting Hypoxia Using Machine Learning: Systematic Review	12
Enhancing Surgery Scheduling in Health Care Settings With Metaheuristic Optimization Models: Algorithm Validation Study	12
Disambiguating Clinical Abbreviations by One-to-All Classification: Algorithm Development and Validation Study	12
eHealth Literacy and Beliefs About Medicines Among Taiwanese College Students: Cross-sectional Study	12
A Multimodal Imaging–Based Deep Learning Model for Detecting Treatment-Requiring Retinal Vascular Diseases: Model Development and Validation Study	12
Harnessing the Electronic Health Record and Computerized Provider Order Entry Data for Resource Management During the COVID-19 Pandemic: Development of a Decision Tree	12
Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study	12
Impact of an Electronic Health Record–Based Interruptive Alert Among Patients With Headaches Seen in Primary Care: Cluster Randomized Controlled Trial	12
Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations	11
An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-Enhanced Large Language Models: Development Study	11
Targeted Development and Validation of Clinical Prediction Models in Secondary Care Settings: Opportunities and Challenges for Electronic Health Record Data	11

Scalable Approach to Consumer Wearable Postmarket Surveillance: Development and Validation Study	11
Addressing Information Biases Within Electronic Health Record Data to Improve the Examination of Epidemiologic Associations With Diabetes Prevalence Among Young Adults: Cross-Sectional Study	11
The Effect of an Electronic Medical Record–Based Clinical Decision Support System on Adherence to Clinical Protocols in Inflammatory Bowel Disease Care: Interrupted Time Series Study	11
How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”	11
A Patient Similarity Network (CHDmap) to Predict Outcomes After Congenital Heart Surgery: Development and Validation Study	11
Visualizing Patient Pathways and Identifying Data Repositories in a UK Neurosciences Center: Exploratory Study	11
Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design	11
Enhancing the Functionalities of Personal Health Record Systems: Empirical Study Based on the HL7 Personal Health Record System Functional Model Release 1	11
Digital Solutions for Health Services and Systems Management: Narrative Review of Certified Software Features in the Brazilian Market	11
Electronic Health Record Use Patterns Among Well-Being Survey Responders and Nonresponders: Longitudinal Observational Study	11
Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study	11
The Transformative Potential of Large Language Models in Mining Electronic Health Records Data: Content Analysis	10
Natural Language Processing Versus Diagnosis Code–Based Methods for Postherpetic Neuralgia Identification: Algorithm Development and Validation	10
Evaluating and Enhancing the Fitness-for-Purpose of Electronic Health Record Data: Qualitative Study on Current Practices and Pathway to an Automated Approach Within the Medical Informatics for Resear	10
Experiences and Challenges of Emerging Online Health Services Combating COVID-19 in China: Retrospective, Cross-Sectional Study of Internet Hospitals	10
Using Electronic Health Records for the Learning Health System: Creation of a Diabetes Research Registry	10
An mHealth-Based Health Management Information System Among Health Workers in Volta and Eastern Regions of Ghana: Pre-Post Comparison Analysis	10
Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis	10
Team Dynamics in Hospital Workflows: An Exploratory Study of a Smartphone Task Manager	10
The Role of AI in Cardiovascular Event Monitoring and Early Detection: Scoping Literature Review	10
Deep Learning Techniques for Fatty Liver Using Multi-View Ultrasound Images Scanned by Different Scanners: Development and Validation Study	10
Enhancing the predictions of cytomegalovirus infection in severe ulcerative colitis using a deep learning ensemble model (Preprint)	10
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation	10
An Attention Model With Transfer Embeddings to Classify Pneumonia-Related Bilingual Imaging Reports: Algorithm Development and Validation	10
Machine Learning Models for Image-Based Diagnosis and Prognosis of COVID-19: Systematic Review	10
Effect of uncertainty-aware artificial intelligence models on pharmacists’ reaction time and decision-making in a web-based mock medication verification task: A randomized controlled trial (Preprint)	10
Risk Prediction of Emergency Department Visits in Patients With Lung Cancer Using Machine Learning: Retrospective Observational Study	9
Understanding Views Around the Creation of a Consented, Donated Databank of Clinical Free Text to Develop and Train Natural Language Processing Models for Research: Focus Group Interviews With Stakeho	9
Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation	9
Applications of Natural Language Processing for the Management of Stroke Disorders: Scoping Review	9
Implementation of the Observational Medical Outcomes Partnership Model in Electronic Medical Record Systems: Evaluation Study Using Factor Analysis and Decision-Making Trial and Evaluation Laboratory-	9
Shared Interoperable Clinical Decision Support Service for Drug-Allergy Interaction Checks: Implementation Study	9
The Real-World Experiences of Persons With Multiple Sclerosis During the First COVID-19 Lockdown: Application of Natural Language Processing	9
Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation	9
Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study	9
The Effect of Automated Mammogram Orders Paired With Electronic Invitations to Self-schedule on Mammogram Scheduling Outcomes: Observational Cohort Comparison	9
Predicting COVID-19 Symptoms From Free Text in Medical Records Using Artificial Intelligence: Feasibility Study	9
Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study	9
Correction: Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study	9
Implementation of an Anticoagulation Practice Guideline for COVID-19 via a Clinical Decision Support System in a Large Academic Health System and Its Evaluation: Observational Study	9
A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study	9
Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis	9
The Current Status and Promotional Strategies for Cloud Migration of Hospital Information Systems in China: Strengths, Weaknesses, Opportunities, and Threats Analysis	9
Forecasting the Requirement for Nonelective Hospital Beds in the National Health Service of the United Kingdom: Model Development Study	9
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study	9
Visualizing Knowledge Evolution Trends and Research Hotspots of Personal Health Data Research: Bibliometric Analysis	9
Current-Visit and Next-Visit Prediction for Fatty Liver Disease With a Large-Scale Dataset: Model Development and Performance Comparison	9
Deriving Weight From Big Data: Comparison of Body Weight Measurement–Cleaning Algorithms	9
Foundations for Meaningful Consent in Canada’s Digital Health Ecosystem: Retrospective Study	9
Correction: A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification	9
Telehealth System Based on the Ontology Design of a Diabetes Management Pathway Model in China: Development and Usability Study	9
Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study	9
Artificial Intelligence (AI) and emergency medicine: balancing opportunities and challenges (Preprint)	9
Interpretable Deep Learning System for Identifying Critical Patients Through the Prediction of Triage Level, Hospitalization, and Length of Stay: Prospective Study	9
Digital Medical Device Companion (MyIUS) for New Users of Intrauterine Systems: App Development Study	8
Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation	8
An Assessment of Mentions of Adverse Drug Events on Social Media With Natural Language Processing: Model Development and Analysis	8
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	8
Automatically Explaining Machine Learning Predictions on Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study	8
Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study	8
A Roadmap for Boosting Model Generalizability for Predicting Hospital Encounters for Asthma	8
Leveraging National Claims and Hospital Big Data: Cohort Study on a Statin-Drug Interaction Use Case	8
A Digital Screening System for Alzheimer Disease Based on a Neuropsychological Test and a Convolutional Neural Network: System Development and Validation	8
A Semiautomated Chart Review for Assessing the Development of Radiation Pneumonitis Using Natural Language Processing: Diagnostic Accuracy and Feasibility Study	8
PCEtoFHIR: Decomposition of Postcoordinated SNOMED CT Expressions for Storage as HL7 FHIR Resources	8
Bridging Real-World Data Gaps: Connecting Dots Across 10 Asian Countries	8
Exploring Sentiment and Care Management of Hospitalized Patients During the First Wave of the COVID-19 Pandemic Using Electronic Nursing Health Records: Descriptive Study	8
Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching	8
Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study	8
Use of SNOMED CT in Large Language Models: Scoping Review	8
The Factors Contributing to Physicians’ Current Use of and Satisfaction With Electronic Health Records in Kuwait’s Public Health Care: Cross-sectional Questionnaire Study	8
Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study	8
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals	8
Automated Generation of Personalized Shock Wave Lithotripsy Protocols: Treatment Planning Using Deep Learning	8
Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis	8
Successful Integration of EN/ISO 13606–Standardized Extracts From a Patient Mobile App Into an Electronic Health Record: Description of a Methodology	8
Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study	8
Machine Learning Applications in Mental Health and Substance Use Research Among the LGBTQ2S+ Population: Scoping Review	8
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research	8
Depression Detection on Reddit With an Emotion-Based Attention Network: Algorithm Development and Validation	7
Clinical Decision Support to Increase Emergency Department Naloxone Coprescribing: Implementation Report	7
Verifying the Feasibility of Implementing Semantic Interoperability in Different Countries Based on the OpenEHR Approach: Comparative Study of Acute Coronary Syndrome Registries	7
Identification of Preterm Labor Evaluation Visits and Extraction of Cervical Length Measures from Electronic Health Records Within a Large Integrated Health Care System: Algorithm Development and Vali	7
Prediction of Antibiotic Resistance in Patients With a Urinary Tract Infection: Algorithm Development and Validation	7
Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews	7
Appropriateness of Alerts and Physicians’ Responses With a Medication-Related Clinical Decision Support System: Retrospective Observational Study	7
Privacy-Preserving Anonymity for Periodical Releases of Spontaneous Adverse Drug Event Reporting Data: Algorithm Development and Validation	7
A Free, Open-Source, Offline Digital Health System for Refugee Care	7
Panic Attack Prediction Using Wearable Devices and Machine Learning: Development and Cohort Study	7
Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation	7
Effects of NIHSS and mRS on Predictive Models of 30-Day Non-elective Readmission and Mortality after Ischemic Stroke: Cohort Study (Preprint)	7
A New Natural Language Processing–Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative St	7
Impact of Large Language Models on Medical Education and Teaching Adaptations	7
Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study	7
Impact of Electronic Health Record Use on Cognitive Load and Burnout Among Clinicians: Narrative Review	7