Applications of AI

Radiology Staff Experiences With Integrating Artificial Intelligence Into Radiology Practice in a Swedish Hospital: Qualitative Case Study

Per Nilsen, Petra Svedberg, Ingrid Larsson, Lena Petersson, Jens Nygren, Emilie Steerling, Margit Neher

JMIR Form Res 2025 (Dec 22); 9:e77843

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Physical Examination Identification in Medical Education Videos: Zero-Shot Multimodal AI With Temporal Sequence Optimization Study

Shinyoung Kang, Michael Holcomb, David Hein, Ameer Hamza Shakur, Thomas Dalton, Andrew Jamieson

JMIR AI 2025 (Dec 18); 4:e76586

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3D Total Body Photography as a Promising Innovation for Early Skin Cancer Detection: Scoping Review

Fran Baete, Alyssa Laura Jakers, Emilie Delanoye, Nele Vande Velde, Griet Voet

JMIR Dermatol 2025 (Dec 17); 8:e68510

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A Multiagent Summarization and Auto-Evaluation Framework for Medical Text: Development and Evaluation Study

Yuhao Chen, Bo Wen, Farhana Zulkernine

JMIR AI 2025 (Dec 16); 4:e75932

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Multiple Large Language Models’ Performance on the Chinese Medical Licensing Examination: Quantitative Comparative Study

Yanyu Diao, Mengyuan Wu, Jingwen Xu, Yifeng Pan

JMIR Hum Factors 2025 (Dec 16); 12:e77978

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Effectiveness of ChatGPT, Google Gemini, and Microsoft Copilot in Answering Thai Drug Information Queries: Cross-Sectional Study

Suphannika Pornwattanakavee, Nattawut Leelakanok, Teerarat Todsarot, Gabrielle Angele Tatta Guinto, Ratchanon Takun, Assadawut Sumativit, Marisa Senngam

JMIR AI 2025 (Dec 15); 4:e79751

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Observer-Independent Assessment of Content Overlap in Mental Health Questionnaires: Large Language Model–Based Study

Annkathrin Böke, Hannah Hacker, Millennia Chakraborty, Luise Baumeister-Lingens, Jasper Vöckel, Julian Koenig, David HV Vogel, Theresa Katharina Lichtenstein, Kai Vogeley, Lana Kambeitz-Ilankovic, Joseph Kambeitz

JMIR AI 2025 (Dec 11); 4:e79868

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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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Promoting Responsible DeepSeek Deployment in Health Care: Scoping Review Comparing Grey and White Literature

Wang Jiang, Dan Wang, Yihang Zeng, Jiaqi Huang, Chang Xu, Chenxi Liu

J Med Internet Res 2025 (Dec 05); 27:e80770

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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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Barriers and Facilitators to Health Care AI Adoption Among Those Living in Wales and Working in Health Care in Wales: Online Survey

Michal Pruski, Katherine E Woolley, Kathleen L Withers

J Med Internet Res 2025 (Dec 05); 27:e81543

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Application of Deep Learning-Based Multimodal Data Fusion for the Diagnosis of Skin Neglected Tropical Diseases: Systematic Review

G Yohannes Minyilu, Mohammed Abebe Yimer, Million Meshesha

JMIR AI 2025 (Dec 04); 4:e67584

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Rethinking AI Workflows: Guidelines for Scientific Evaluation in Digital Health Companies

Kelsey Lynn McAlister, Lee Gonzales, Jennifer Huberty

JMIR AI 2025 (Dec 04); 4:e71798

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Clinical Large Language Model Evaluation by Expert Review (CLEVER): Framework Development and Validation

Veysel Kocaman, Mustafa Aytuğ Kaya, Andrei Marian Feier, David Talby

JMIR AI 2025 (Dec 04); 4:e72153

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The Validity of Generative Artificial Intelligence in Evaluating Medical Students in Objective Structured Clinical Examination: Experimental Study

Masashi Yokose, Takanobu Hirosawa, Tetsu Sakamoto, Ren Kawamura, Yudai Suzuki, Yukinori Harada, Taro Shimizu

JMIR Form Res 2025 (Dec 04); 9:e79465

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The Perceived Roles of AI in Clinical Practice: National Survey of 941 Academic Physicians

Anshul Ratnaparkhi, Simon Moore, Abhinav Suri, Bayard Wilson, Jacob Alderete, TJ Florence, David Zarrin, David Berin, Rami Abuqubo, Kirstin Cook, Matiar Jafari, Joseph S Bell, Luke Macyszyn, Andrew C Vivas, Joel Beckett

JMIR AI 2025 (Dec 04); 4:e72535

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Move – Mix It Up – Make It Fun: Summarizing and Visualizing Physical Activity Guidance

Julian Brummer, Florian Herbolsheimer, Mona Illmann, Duc Truong Nguyen, Karen Steindorf

JMIR Form Res 2025 (Nov 28); 9:e84225

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Assessing Pharmacists’ Use and Perception of AI Chatbots in Pharmacy Practice: Cross-Sectional Survey Study

Anly Li, Amy Heck Sheehan, Christopher Giuliano, Paul Dobry, Paul Walker, Jennifer Philips, Joseph Jordan

JMIR Med Educ 2025 (Nov 21); 11:e71767

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Detection and Management of Geographic Atrophy Secondary to Age-Related Macular Degeneration Using Noninvasive Retinal Images and Artificial Intelligence: Systematic Review

Nannan Shi, Jiaxian Li, Mengqiu Shang, Weidao Zhang, Kai Xu, Yamin Li, Lina Liang

J Med Internet Res 2025 (Nov 21); 27:e81328

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Leveraging Large Language Models and Machine Learning for Success Analysis in Robust Cancer Crowdfunding Predictions: Quantitative Study

Runa Bhaumik, Abhishikta Roy, Vineet Srivastava, Lokesh Boggavarapu, Ranganathan Chandrasekaran, Edward K Mensah, John Galvin

JMIR AI 2025 (Nov 19); 4:e73448

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