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1. How Explainable Artificial Intelligence Can Increase or Decrease Clinicians’ Trust in AI Applications in Health Care: Systematic Review

JMIR AI 2024;3(1):e53207

4187 0 190
2. Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial

JMIR AI 2023;2(1):e49023

1460 9 136
3. Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

JMIR AI 2024;3(1):e54482

2017 0 74
4. Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

JMIR AI 2025;4(1):e58670

3088 13 70
5. Impact of a Digital Scribe System on Clinical Documentation Time and Quality: Usability Study

JMIR AI 2024;3(1):e60020

1343 0 56
6. Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review

JMIR AI 2023;2(1):e42936

2057 4 51
7. Using Conversational AI to Facilitate Mental Health Assessments and Improve Clinical Efficiency Within Psychotherapy Services: Real-World Observational Study

JMIR AI 2023;2(1):e44358

3365 11 50
8. Toward Clinical Generative AI: Conceptual Framework

JMIR AI 2024;3(1):e55957

1378 7 42
9. Evaluating Literature Reviews Conducted by Humans Versus ChatGPT: Comparative Study

JMIR AI 2024;3(1):e56537

1663 8 42
10. The Application of Artificial Intelligence in Health Care Resource Allocation Before and During the COVID-19 Pandemic: Scoping Review

JMIR AI 2023;2(1):e38397

1768 1 36
11. Large Language Models for Thematic Summarization in Qualitative Health Care Research: Comparative Analysis of Model and Human Performance

JMIR AI 2025;4(1):e64447

986 0 35
12. Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

JMIR AI 2025;4(1):e60847

1002 0 33
13. Regulatory Frameworks for AI-Enabled Medical Device Software in China: Comparative Analysis and Review of Implications for Global Manufacturer

JMIR AI 2024;3(1):e46871

866 0 33
14. A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study

JMIR AI 2024;3(1):e52171

841 3 32
15. Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

JMIR AI 2023;2(1):e46769

755 3 30
16. Cost, Usability, Credibility, Fairness, Accountability, Transparency, and Explainability Framework for Safe and Effective Large Language Models in Medical Education: Narrative Review and Qualitative Study

JMIR AI 2024;3(1):e51834

688 3 30
17. Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial

JMIR AI 2024;3(1):e52615

1194 31 28
18. Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach

JMIR AI 2023;2(1):e52888

1235 15 27
19. Role of Ethics in Developing AI-Based Applications in Medicine: Insights From Expert Interviews and Discussion of Implications

JMIR AI 2024;3(1):e51204

821 4 27
20. Perceptions of Family Physicians About Applying AI in Primary Health Care: Case Study From a Premier Health Care Organization

JMIR AI 2024;3(1):e40781

1014 2 26
21. Preparing for an Artificial Intelligence–Enabled Future: Patient Perspectives on Engagement and Health Care Professional Training for Adopting Artificial Intelligence Technologies in Health Care Settings

JMIR AI 2023;2(1):e40973

1366 8 26
22. Application of Artificial Intelligence to the Monitoring of Medication Adherence for Tuberculosis Treatment in Africa: Algorithm Development and Validation

JMIR AI 2023;2(1):e40167

1151 9 24
23. Artificial Intelligence in Health Care—Understanding Patient Information Needs and Designing Comprehensible Transparency: Qualitative Study

JMIR AI 2023;2(1):e46487

1166 3 24
24. The Utility and Implications of Ambient Scribes in Primary Care

JMIR AI 2024;3(1):e57673

929 0 24
25. Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review

JMIR AI 2025;4(1):e76743

1337 0 22

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