Theoretical Frameworks and Concepts

Articles published in this theme: 416 (scroll down to load remaining articles)

2026

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Telehealth Scale and Artificial Intelligence Adoption Tiers Across Clinical and Operational Domains in US Hospitals: Cross-Sectional Study

Lingbo Liu

J Med Internet Res 2026 (Jun 12); 28:e96762

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A Structured Comparison of the Coalition for Health AI Responsible AI Guide and South Korea’s Trustworthy AI Guideline for Health Care AI Assurance: Comparative Framework Analysis

Trevor Vigeant, Aidan Tam, Qiming Shi, Jeroan Allison, MinJin Kim, Jin-Ah Sim, Dong Ok Won, DongSoo Shin, David M McManus, Jae Jun Lee, Jae Yong Yu, Adrian H Zai

JMIR AI 2026 (Jun 11); 5:e86220

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Assessing Digital Literacy Among Nursing Faculty Under the Artificial Intelligence–Enhanced Technological Pedagogical Content Knowledge Framework: Cross-Sectional Survey Analysis

Junyu Zhao, Xiaomin Hua, Rong Hu, Chu Chen, Wanxin Wu, Yaming Zhang, Yuhe Zhang, Aijing Wu, Yu Zhang

JMIR Nursing 2026 (Jun 11); 9:e88016

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Ethical Governance of Large Language Models in Health Care: Trust, Responsibility, and Equity in Routine Use

Xiongwen Yang, Chuan Xu

J Med Internet Res 2026 (Jun 10); 28:e93470

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The Implementation of a Business Process Model and Notation for Modeling Patient Health Care Trajectories: Systematic Review

Jean-Baptiste Gartner, Paolo Landa, Matthew T Haren, Célia Lemaire, Elena Tanfani, Catherine Paquet, Frédéric Bergeron, André Côté

J Med Internet Res 2026 (Jun 09); 28:e78506

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Improving Radiology Report Error Detection Using a Multipass Large Language Model: Framework Development and Validation

Songsoo Kim, Seungtae Lee, See Young Lee, Joonho Kim, Keechan Kan, Hyunji Lee, Dukyong Yoon

JMIR Med Inform 2026 (Jun 04); 14:e87368

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Using the NASSS–Complexity Assessment Tool to Evaluate the Implementation of “Cadê O Kauê?”: Chat-Story Intervention for Youth Participation in Mental Health Promotion in Brazil

Sakshi Setia, Gabriela Pavarini, Mona Koshkouei, Sheila Giardini Murta

J Med Internet Res 2026 (May 27); 28:e79106

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Artificial Intelligence in Patient-Centered Care and Macro-, Meso-, and Micro-Level Determinants of Rehumanization and Dehumanization: Qualitative Interview Study

Dora Horvath, Noemi Szilvia Lorincz

J Med Internet Res 2026 (May 27); 28:e82774

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When AI Colludes: Clinical Reliability of Training and Preference Data as a Trustworthy-AI Criterion

Hina Tahseen

JMIR Ment Health 2026 (May 26); 13:e96894

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Co-Develop-IT! Unifying Methodological Guideline for the Co-Design, Development, and Evaluation of Individually Tailored Technology-Enhanced Training and Rehabilitation Concepts: Consensus Development Study and Tutorial

Patrick Manser, Lotte ES Hardeman, Andreas Wallin, David Moulaee Conradsson, Breiffni Leavy, Franziska Albrecht, Melvyn Roerdink, Jean-Jacques Temprado, Eling D de Bruin, Erika Franzén

J Med Internet Res 2026 (May 22); 28:e84163

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Emotion-Adaptive Large Language Model–Driven Clinical Decision Support: User Evaluation of the Empathic Clinical Decision Support System Framework for Trust and Explainability

Tongze Zhang, Sang Won Bae, Tammy Chung, Anind K Dey

JMIR Hum Factors 2026 (May 22); 13:e89005

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Interpreting the Estimand Framework From a Causal Inference Perspective

Jinghong Zeng

JMIRx Med 2026 (May 22); 7:e88813

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Horizon Scanning for Medical Technologies: Methodological Framework Development Study of the Medical Innovation Scanning Techniques (MIST) Framework

Sonia Garcia Gonzalez-Moral, Andrew Mkwashi, Fiona R Beyer, Dawn Craig

J Med Internet Res 2026 (May 21); 28:e93166

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A Competency Framework for Medical AI Education: Mixed Methods Study

Chang Cai, Gaoxia Zhu, Shang-Ming Zhou, Olivia Ng, Jamie Duell, Weng Kin Ho, Daisy Minghui Chen, Bernett Lee, Fang Li, Siyuan Liu, Vidya Sudarshan, Li Rong Wang, Chanwoo Choi, Xiuiyi Fan

JMIR Med Educ 2026 (May 20); 12:e91116

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Large Language Models in Clinical Trial Recruitment: Sociotechnical and Economic Framework Development Study

Qian Qian

JMIR AI 2026 (May 20); 5:e95899

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Co-Lifecycle Governance for Learning Medical AI: A Hybrid Convergence Framework for Adaptive Regulatory Oversight

Jae Hyun Lee, Boram Choi, Kwunho Jeong, Sang Won Suh, Ju Han Kim, Dae-Soon Son

J Med Internet Res 2026 (May 19); 28:e90654

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Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior–Informed Systematic Review

Nan Cheng, Mary K Lam, Christine Grove, Monica Wachowicz

JMIR Ment Health 2026 (May 15); 13:e88731

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An Entity-Based Visual Analytics System Enhancing Medical Expertise Acquisition: Development and Verification Study

Xiao Pang, Chang Liu, Yan Huang, MingYou Liu, Jiyuan Liu

JMIR Med Inform 2026 (May 15); 14:e83785

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Theorizing How Context Influences School-Based Interventions That Support Children’s Weight Management: Co-Producing a Refined Logic Model

Dylan Kneale, Rachael C Edwards, Meena Khatwa, Phuong Tu Nguyen, Sajid Saleem, Sylvia Chaires, Lisa Richardson, Vanessa Bennett, Tabitha Evans, Alison O'Mara-Eves

J Particip Med 2026 (May 11); 18:e80309

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Expert Evaluation and Consensus on GPT-4o Summaries of Clinical Letters: Validation and Results of the Framework and Implementation of AI Tools Project

Mieke Deschepper, Helga Rogge, Kirsten Colpaert

JMIR Med Inform 2026 (May 11); 14:e90374

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