Artificial Intelligence

ChatGPT Clinical Use in Mental Health Care: Scoping Review of Empirical Evidence

Raluca Balan, Thomas P Gumpel

JMIR Ment Health 2025 (Dec 24); 12:e81204

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Adherence to Accelerometer Use in Older Adults Undergoing mHealth Cardiac Rehabilitation: Secondary Analysis of a Randomized Clinical Trial

Souptik Barua, Dhairya Upadhyay, Stephanie Pena, Riley McConnell, Ashwini Varghese, Samrachana Adhikari, Erik LeRoy, Antoinette Schoenthaler, John A Dodson

J Med Internet Res 2025 (Dec 23); 27:e80522

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Prognostic Prediction Models for Ulcerative Colitis: Systematic Review and Meta-Analysis

Zhijun Bu, Yuan Sun, Zeyang Shi, Liming Hu, Chuanlan Ju, Yuan Liu, Jing An, Huiyi Sun, Jianping Liu, Zhaolan Liu

J Med Internet Res 2025 (Dec 22); 27:e71944

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A Machine Learning Model Based on Clinical Factors to Predict the Efficacy of First-Line Immunochemotherapy for Patients With Advanced Gastric Cancer: Retrospective Study

Xu Cheng, Ping Li, Enqing Meng, Xinyi Wu, Hao Wu

JMIR Med Inform 2025 (Dec 22); 13:e82533

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Efficacy of Artificial Intelligence–Assisted Appliances in the Selection of Tooth Shade: Protocol for an Observational Study

Namita Zilpilwar, Sharayu Nimonkar, Surekha Godbole, Vikram Belkhode

JMIR Res Protoc 2025 (Dec 22); 14:e68160

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Comparing ChatGPT and DeepSeek for Assessment of Multiple-Choice Questions in Orthopedic Medical Education: Cross-Sectional Study

Chirathit Anusitviwat, Sitthiphong Suwannaphisit, Jongdee Bvonpanttarananon, Boonsin Tangtrakulwanich

JMIR Form Res 2025 (Dec 19); 9:e75607

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Predicting the Emergency Department Patient Journey Using a Machine Learning Approach

Joshua George Kovoor, Gavin John Carmichael, Brandon Stretton, Aashray K Gupta, Oliver S Kleinig, Mana Ittimani, Jack Fabian, Sheryn Tan, Jeng Swen Ng, Shrirajh Sateakeerthy, Andrew Booth, Alexander Beath, John Kefalianos, Mathew Ollapallil Jacob, Sadeya Ahmed, WengOnn Chan, Pramesh Kovoor, Samuel Gluck, Toby Gilbert, James Malycha, Benjamin A Reddi, Robert T Padbury, Markus I Trochsler, Guy J Maddern, Derek P Chew, Andrew C Zannettino, Danny Liew, John F Beltrame, Patrick G O’Callaghan, Cynthia Papendick, Stephen Bacchi

JMIR AI 2025 (Dec 19); 4:e67321

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Authors’ Reply: Predicting the Emergency Department Patient Journey Using a Machine Learning Approach

Dhavalkumar Patel, Eyal Klang, Prem Timsina

JMIR AI 2025 (Dec 19); 4:e73342

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Performance of DeepSeek-R1, ChatGPT (GPT-o3-mini), and Gemini 2.0 Flash on German Medical Multiple-Choice Questions: Comparative Evaluation

Annika Meyer, Yassin Karay, Andrea U Steinbicker, Thomas Streichert, Remco Overbeek

JMIR Form Res 2025 (Dec 18); 9:e77357

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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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A Hybrid Rule- and Large Language Model–Based Embodied Voice Assistant (GRACE) for Cognitive Stimulation in Older Adults: Usability Study Assessing Technical Feasibility, Technology Acceptance, and Working Alliance

Rasita Vinay, Ekaterina Uetova, Nora Camilla Tommila, Nikola Biller-Andorno, Tobias Kowatsch

JMIR Aging 2025 (Dec 18); 8:e76489

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AI-Based Gait Analysis System for Rehabilitation: Usability Evaluation of Human-Technology Interaction

Seojin Hong, Hyun Choi, Hyosun Kweon

JMIR Rehabil Assist Technol 2025 (Dec 18); 12:e80748

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Evaluating the Accuracy of Medical Information Generated by ChatGPT and Gemini and Its Alignment With International Clinical Guidelines From the Surviving Sepsis Campaign: Comparative Study

Dina Kutbi, Ehab Abou-Bakr, Hassan Mousa Haidar

JMIR Form Res 2025 (Dec 17); 9:e84251

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Enhancing Parenting Using AI: Exploratory Hackathon

Peter Woods, Stephanie Donohoe, Louise Turtle, Udit Agrawal, Joshua Humphriss, Niel Cordes, Nathan Hodson

JMIR Form Res 2025 (Dec 17); 9:e68780

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Artificial Intelligence Platform Architecture for Hospital Systems: Systematic Review

Musitapa Maimaitiaili, Yiershatijiang Jiamaliding, Guangle Dai, Hui Xiao, Warisijiang Kuerbanjiang, Yuexiong Yi

J Med Internet Res 2025 (Dec 17); 27:e79788

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A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care

John Torous, Andrea Cipriani

JMIR Ment Health 2025 (Dec 17); 12:e82369

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Image Generation of Common Dermatological Diagnoses by Artificial Intelligence: Evaluation Study of the Potential for Education and Training Purposes

Sarah Kooper-Johnson, Subin Lim, Jumana Aldhalaan, Gabriela Cobos, Vijay Kodumudi, Daniel S Loo, Joshua Mervis, Madalyn Petrillo, Sarah N Robinson, Bichchau Michelle Nguyen

JMIR Dermatol 2025 (Dec 16); 8:e72371

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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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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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