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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

1825 0 56
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial

JMIR AI 2023;2(1):e49023

689 9 45
Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review

JMIR AI 2023;2(1):e42936

1743 4 37
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

2585 11 32
Toward Clinical Generative AI: Conceptual Framework

JMIR AI 2024;3(1):e55957

1068 7 29
Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

JMIR AI 2024;3(1):e54482

1288 0 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

1451 1 25
Impact of a Digital Scribe System on Clinical Documentation Time and Quality: Usability Study

JMIR AI 2024;3(1):e60020

984 0 22
Evaluating Literature Reviews Conducted by Humans Versus ChatGPT: Comparative Study

JMIR AI 2024;3(1):e56537

1199 8 20
Role of Ethics in Developing AI-Based Applications in Medicine: Insights From Expert Interviews and Discussion of Implications

JMIR AI 2024;3(1):e51204

671 4 19
A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study

JMIR AI 2024;3(1):e52171

535 2 19
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

1169 8 19
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

1062 15 18
Machine Learning–Based Asthma Attack Prediction Models From Routinely Collected Electronic Health Records: Systematic Scoping Review

JMIR AI 2023;2(1):e46717

651 5 18
The Utility and Implications of Ambient Scribes in Primary Care

JMIR AI 2024;3(1):e57673

690 0 17
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

875 9 17
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

1939 4 17
Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

JMIR AI 2023;2(1):e46769

561 3 16
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

JMIR AI 2025;4(1):e58670

1786 13 16
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

522 0 15
Chronic Disease Prediction Using the Common Data Model: Development Study

JMIR AI 2022;1(1):e41030

656 2 14
Enabling Early Health Care Intervention by Detecting Depression in Users of Web-Based Forums using Language Models: Longitudinal Analysis and Evaluation

JMIR AI 2023;2(1):e41205

488 11 14
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study

JMIR AI 2024;3(1):e52095

629 11 14
Artificial Intelligence in Health Care—Understanding Patient Information Needs and Designing Comprehensible Transparency: Qualitative Study

JMIR AI 2023;2(1):e46487

853 3 14
Understanding AI’s Role in Endometriosis Patient Education and Evaluating Its Information and Accuracy: Systematic Review

JMIR AI 2024;3(1):e64593

439 0 13

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