Artificial Intelligence

Twelve Practical Tips for Integrating AI Into Medical Education: Tutorial to Support Educators Across Teaching, Research, Administration, and Ethical Domains

Alireza Jalali, Kadidja Harbi Houssein, Salomon Fotsing

JMIR Med Educ 2025 (Dec 12); 11:e81297

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Stakeholder Criteria for Trust in Artificial Intelligence–Based Computer Perception Tools in Health Care: Qualitative Interview Study

Ansh Rai, Meghan E Hurley, John Herrington, Eric A Storch, Casey J Zampella, Julia Parrish-Morris, Anika Sonig, Gabriel Lázaro-Muñoz, Kristin Kostick-Quenet

J Med Internet Res 2025 (Dec 12); 27:e78757

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Evaluating AI-Generated Podcasts Versus Traditional Reading for Learning From Medical Articles: Protocol for a Mixed-Design Study Among Resident Physicians

Matthias Stadler, Constanze Richters, Martin R Fischer, Fabian Hutmacher

JMIR Res Protoc 2025 (Dec 12); 14:e78505

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Large Language Model–Based Patient Simulation to Foster Communication Skills in Health Care Professionals: User-Centered Development and Usability Study

Ahmed Elhilali, Andy Suy-Huor Ngo, Daniel Reichenpfader, Kerstin Denecke

JMIR Med Educ 2025 (Dec 12); 11:e81271

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AI-Enabled Personalized Smoking Cessation Intervention With the Aipaca Chatbot: Mixed Methods Feasibility Study

Yunlong Liu, Paul Calle, Mariah Vadakekut, Daniel Rubin, Zsolt Nagykaldi, Mark Doescher, Lisa Hightow-Weidman, Chongle Pan, Ruosi Shao

JMIR Form Res 2025 (Dec 11); 9:e73319

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Factors Influencing Adoption of Large Language Models in Health Care: Multicenter Cross-Sectional Mixed Methods Observational Study

Xiongwen Yang, Yi Xiao, Di Liu, Huiyin Deng, Jian Huang, Yubin Zhou, Maoli Liang, Longyan Dong, Zihao Yuan, Jing Yao, Wankai Guo, Chuan Xu

J Med Internet Res 2025 (Dec 11); 27:e84918

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Transparent Reporting of AI in Systematic Literature Reviews: Development of the PRISMA-trAIce Checklist

Dirk Holst, Keno Moenck, Julian Koch, Ole Schmedemann, Thorsten Schüppstuhl

JMIR AI 2025 (Dec 10); 4:e80247

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Information Extraction of Doctoral Theses Using Two Different Large Language Models vs Health Services Researchers: Development and Usability Study

Jonas Cittadino, Pia Traulsen, Teresa Schmahl, Larisa Wewetzer, Julia Cummerow, Kristina Flägel, Christoph Strumann, Katja Goetz, Jost Steinhäuser

JMIR Form Res 2025 (Dec 10); 9:e77707

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Artificial Intelligence–Enabled Imaging for Predicting Preoperative Extraprostatic Extension in Prostate Cancer: Systematic Review and Meta-Analysis

Xin Zhang, Yiting Qi, Xi Wang, Haowen Chen, Jia Li

J Med Internet Res 2025 (Dec 09); 27:e80981

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Adoption of Machine Learning in US Hospital Electronic Health Record Systems: Retrospective Observational Study

Huang Huang, Wei Lyu, Md Mahmud Hasan, Shannon H Houser

J Med Internet Res 2025 (Dec 09); 27:e76126

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Digital Health Technologies: Learnings and Perspectives From a Patient Engagement Stakeholder Expectations Matrix Study

Leanne West, Derick Mitchell, Stuart D Faulkner, Birgit Bauer, Nicholas Brooke, Elizabeth Priest

J Med Internet Res 2025 (Dec 09); 27:e81463

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Critical Appraisal Tools for Evaluating Artificial Intelligence in Clinical Studies: Scoping Review

Juan B Cabello, Vicente Ruiz Garcia, Miguel Torralba, Miguel Maldonado Fernandez, Marimar Ubeda, Eukene Ansuategui, Luis Ramos-Ruperto, Jose I Emparanza, Iratxe Urreta, Maria Teresa Iglesias, Jose I Pijoan, Amanda Burls

J Med Internet Res 2025 (Dec 08); 27:e77110

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Bridging the AI-Literacy Gap in Health Care: Qualitative Analysis of the Flanders Case Study

Christos Chatzichristos, Georgios Chatzichristos, Isabelle Borremans, Stefaan Gruyaert, Ilse De Vos, Maarten De Vos, Femke De Backere

J Med Internet Res 2025 (Dec 08); 27:e76709

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Exploring Perspectives of Health Care Professionals on AI in Palliative Care: Qualitative Interview Study

Osamah Ahmad, Stephen Mason, Sarah Stanley, Amara Callistus Nwosu

JMIR Hum Factors 2025 (Dec 08); 12:e79514

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Coagulation Risk Prediction in Patients With Liver Failure: Integrated Meta-Analysis and Machine Learning Model Study

Hao Wang, Tao He, Liang Ren, Tingjun Zhang

JMIR Med Inform 2025 (Dec 08); 13:e76348

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AI-Facilitated Cognitive Reappraisal via Socrates 2.0: Mixed Methods Feasibility Study

Philip Held, Sarah A Pridgen, Daniel R Szoke, Yaozhong Chen, Zuhaib Akhtar, Darpan Amin

JMIR Ment Health 2025 (Dec 05); 12:e80461

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Listening to Patients’ Voices on the Use of AI in Health Care: Cross-Sectional Study

Ranganathan Chandrasekaran, Lavanya Takale, Evangelos Moustakas

J Med Internet Res 2025 (Dec 05); 27:e77501

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Predicting Spinal Cord Injury Prognosis Using Machine Learning: Systematic Review and Meta-Analysis

Linxing Zhong, Qiying Huang, Hao Zhang, Liang Xue, Yehuang Chen, Jianwu Wu, Liangfeng Wei

JMIR AI 2025 (Dec 05); 4:e66233

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Artificial Intelligence–Enabled Mobile Health Intervention (mDiabetes) to Reduce Diabetes Risk Behaviors in Rural India: Quasi-Experimental Pre-Post Study

Joshua Chadwick, Nidhi Jaswal, Janani Surya, Chandru Sivamani, Varun Ramesan, Nalini Saligram

J Med Internet Res 2025 (Dec 05); 27:e79283

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Comparing Patient Simulation With a Humanoid Robot or a Human Actor in Terms of Training Success and Acceptance: Pilot Questionnaire Study

Patricia Schwarz, Sandra Hellmers, Sebastian Spanknebel, Diana Immel, Rene Hurlemann, Andreas Hein

JMIR Form Res 2025 (Dec 05); 9:e70363

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