Applications of AI

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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Detection of Medical Misinformation in Hemangioma Patient Education: Comparative Study of ChatGPT-4o and DeepSeek-R1 Large Language Models

Guoyong Wang, Ye Zhang, Weixin Wang, Yingjie Zhu, Wei Lu, Chaonan Wang, Hui Bi, Xiaonan Yang

JMIR AI 2025 (Nov 18); 4:e76372

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Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Yining Hua, Winna Xia, David Bates, George Luke Hartstein, Hyungjin Tom Kim, Michael Li, Benjamin W Nelson, Charles Stromeyer IV, Darlene King, Jina Suh, Li Zhou, John Torous

JMIR AI 2025 (Nov 07); 4:e69006

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Predicting Postoperative Stress Urinary Incontinence After Prolapse Surgery via Machine Learning and Regression Models: Development and Validation Study

Minna Su, Shuyu Wang, Xiaochun Liu

JMIR Med Inform 2025 (Nov 03); 13:e76021

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Implementation, Experiences, Impact, and Costs of Artificial Intelligence in Chest Diagnostics: Protocol for a Mixed Methods Evaluation

Angus I G Ramsay, Chris Sherlaw-Johnson, Kevin Herbert, Stuti Bagri, Malina Bodea, Nadia Crellin, Holly Elphinstone, Amanda Halliday, Nina Hemmings, Rachel Lawrence, Cyril Lobont, Pei Li Ng, Joanne Lloyd, Efthalia Massou, Raj Mehta, Stephen Morris, Jenny Shand, Holly Walton, Naomi J Fulop

JMIR Res Protoc 2025 (Oct 31); 14:e81421

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ETHICS of AI Adoption and Deployment in Health Care: Progress, Challenges, and Next Steps

Obinna O Oleribe, Andrew W Taylor-Robinson, Christian C Chimezie, Simon D Taylor-Robinson

JMIR AI 2025 (Oct 30); 4:e67626

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Evaluating the Reliability and Accuracy of an AI-Powered Search Engine in Providing Responses on Dietary Supplements: Quantitative and Qualitative Evaluation

Mingxin Liu, Tsuyoshi Okuhara, Ritsuko Shirabe, Yuriko Nishiie, Yinghan Xu, Hiroko Okada, Takahiro Kiuchi

JMIR AI 2025 (Oct 29); 4:e78436

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AI Awareness and Tobacco Policy Messaging Among US Adults: Electronic Experimental Study

Julia Mary Alber, David Askay, Anuraj Dhillon, Lauren Sandoval, Sofia Ramos, Katharine Santilena

JMIR AI 2025 (Oct 27); 4:e72987

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