Theoretical Frameworks and Concepts

Articles published in this theme: 411 (scroll down to load remaining articles)

2026

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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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The Digital Exposome: A Life Course Framework for Health in the Digital Age

Pascal Petit, Nicolas Vuillerme

J Med Internet Res 2026 (May 08); 28:e90153

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From Pilot Trap to Institutional Capacity: A Governance Framework for Sustainable Clinical AI Implementation in Health Systems

Jin Tian, Zengren Zhao, Longmei Tang, Yongzhao Song, Yuchang Li, Nan Jiang

J Med Internet Res 2026 (May 07); 28:e92680

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Current Practices and a Novel Operational Framework for Planning Research on Digital Health Promotion Interventions From Development to Implementation: Scoping Review

Claire Collin, Corinne Alberti, Philippe Martin, Graham Moore, Clara Eyraud, Enora Le Roux

J Med Internet Res 2026 (May 06); 28:e82611

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A Proposed Participatory Framework for Explainable AI in mHealth: Mixed Methods Study Integrating User and Stakeholder Requirements

Farzana Islam, Ashraful Islam, M Ashraful Amin, Moinul Zaber

J Med Internet Res 2026 (May 04); 28:e87158

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Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Vitor Ulisses Monnaka, Jéssica Andrade-Silva, Gilberto Szarf, Henrique Min Ho Lee

JMIR AI 2026 (Apr 29); 5:e87360

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