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

JMIR AI 2024;3(1):e53207

2480 0 97
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial

JMIR AI 2023;2(1):e49023

985 9 72
Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review

JMIR AI 2023;2(1):e42936

1912 4 43
Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

JMIR AI 2024;3(1):e54482

1465 0 43
Impact of a Digital Scribe System on Clinical Documentation Time and Quality: Usability Study

JMIR AI 2024;3(1):e60020

1111 0 36
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

2874 11 34
Toward Clinical Generative AI: Conceptual Framework

JMIR AI 2024;3(1):e55957

1192 7 34
Evaluating Literature Reviews Conducted by Humans Versus ChatGPT: Comparative Study

JMIR AI 2024;3(1):e56537

1376 8 32
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

JMIR AI 2025;4(1):e58670

2256 13 29
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

1583 1 27
Role of Ethics in Developing AI-Based Applications in Medicine: Insights From Expert Interviews and Discussion of Implications

JMIR AI 2024;3(1):e51204

718 4 22
A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study

JMIR AI 2024;3(1):e52171

614 2 22
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

1229 8 22
Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

JMIR AI 2025;4(1):e60847

705 0 21
The Utility and Implications of Ambient Scribes in Primary Care

JMIR AI 2024;3(1):e57673

772 0 21
Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial

JMIR AI 2024;3(1):e52615

965 31 21
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

583 3 21
Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

JMIR AI 2023;2(1):e46769

637 3 21
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

669 0 21
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

1142 15 21
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

944 9 20
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study

JMIR AI 2024;3(1):e52095

714 11 19
Machine Learning–Based Asthma Attack Prediction Models From Routinely Collected Electronic Health Records: Systematic Scoping Review

JMIR AI 2023;2(1):e46717

747 5 19
Adolescents’ Well-being While Using a Mobile Artificial Intelligence–Powered Acceptance Commitment Therapy Tool: Evidence From a Longitudinal Study

JMIR AI 2022;1(1):e38171

2113 4 19
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

871 2 18

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