Clinical Information and Decision Making

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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An Intelligent Trial Eligibility Screening Tool Using Natural Language Processing With a Block-Based Visual Programming Interface: Development and Usability Study

Ya-Han Hu, Yi-Ying Cheng, Chung-Ching Lan, Yu-Hsiang Su, Sheng-Feng Sung

JMIR Med Inform 2025 (Dec 11); 13:e80072

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Radiomics-Based AI Model to Assist Clinicians in Intracranial Hemorrhage Diagnosis: External Validation Study

Salita Angkurawaranon, Natipat Jitmahawong, Kittisak Unsrisong, Phattanun Thabarsa, Chakri Madla, Withawat Vuthiwong, Thanwa Sudsang, Chaisiri Angkurawaranon, Patrinee Traisathit, Papangkorn Inkeaw

JMIR Form Res 2025 (Dec 11); 9:e81038

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Digital Biomarkers of Cytokine Release Syndrome: Scoping Review and Ontology Development of the Role and Relevance of Digital Measures Using a Mixed Methods Approach

Christopher J Medberry, Charlotte Zoe Angel, Ashita S Batavia, Sarah Bradley, Nunzio Camerlingo, Melinda Chen, Mohamed Datoo, Premal Kamdar, Erik Koenig, Lieke Kusters, Celine Marquez, Ujwani Nukala, Michael Pettinati, Ruth Phillips, Daniel P Sanchez, Nazila Shafagati, Jenifer Siegelman, Mark Stewart, Cindy Varga, Benjamin Vandendriessche, Matt Wilkes, Dana L Wolff-Hughes, David Zahavi, Sylvain Zorman, Samantha J McClenahan

J Med Internet Res 2025 (Dec 11); 27:e71956

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Obtaining Patient-Reported Outcome Data via a Home Patient Monitoring App: Development, Implementation, and Validation of Novel Interface Terminology

Lucia Sacchi, Giordano Lanzola, Silvana Quaglini, Nicole Veggiotti, Silvia Panzarasa, Valentina Tibollo, Matteo Terzaghi, Itske Fraterman, Savannah Glaser, Manuel Ottaviano, Vadzim Khadakou, Vitali Hisko, Mor Peleg, Sofie Wilgenhof, Henk Mallo, Alexandra Kogan, David Glasspool, Stephanie Medlock, Laura Del Campo, Matteo Gabetta, Mimma Rizzo, Laura Deborah Locati, Paola Gabanelli, Sara Demurtas, Andrea Premoli, Szymon Wilk

JMIR Mhealth Uhealth 2025 (Dec 11); 13:e65504

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Development and Validation of a Web-Based Machine Learning Model for Predicting Early Neurological Deterioration Following Stroke Thrombolysis: Multicenter Study

Juan Li, Huanxian Chang, Shouyun Du, Chunyang Zhang, Han Zhang, Luming Li, Lingsheng Kong, Guodong Li, Tingting Liang, Ronghong Yang, Bingchao Xu, Xinyu Zhou, Guanghui Zhang, Yongan Sun, Xiaobing He, Bei Xu, Zaipo Li, Yanan He, Mingli He

J Med Internet Res 2025 (Dec 10); 27:e77858

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Evaluating a Clinical Decision Support Tool for Cancer Risk Assessment in Primary Care: Simulation Study of Unintended Weight Loss

Javiera Martinez-Gutierrez, Sophie Chima, Lucas De Mendonca, Alex Lee, Barbara Hunter, Jo-Anne Manski-Nankervis, Deborah Daly, George Fishman, Kit Huckvale, Fong Seng Lim, Benny Wang, Craig Nelson, Brian Nicholson, Jon Emery

JMIR Form Res 2025 (Dec 10); 9:e79208

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Development of a Hospital-at-Home Digital Twin for Patients With Frailty: Scoping Review

Faiza Yahya, Matthew Cooper, Wahib Saif, Mohamad Kassem, Hamde Nazar

J Med Internet Res 2025 (Dec 10); 27:e81510

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Development and Validation of an Electronic Health Record–Based Algorithm for Identifying Patients With Long-Term Opioid Therapy: Cross-Sectional Study

Shu Huang, Tianze Jiao, Serena Jingchuan Guo, Jill A Star, Jie Xu, Jiang Bian, Debbie L Wilson, Amie J Goodin

J Med Internet Res 2025 (Dec 10); 27:e76999

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Data Visualization Support for Interdisciplinary Team Treatment Planning in Clinical Oncology: Scoping Review

Dominik Boehm, Cosima Strantz, Arsenij Ustjanzew, Iryna Manuilova, Alexander Scheiter, Thomas Pauli, Nicole Hechtel, Niklas Reimer, Jan Christoph, Hauke Busch, Thomas Ganslandt, Philipp Unberath

J Med Internet Res 2025 (Dec 09); 27:e69104

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Trends and Trajectories in the Rise of Large Language Models in Radiology: Scoping Review

Adhari Al Zaabi, Rashid Alshibli, Abdullah AlAmri, Ibrahim AlRuheili, Syaheerah Lebai Lutfi

JMIR Med Inform 2025 (Dec 09); 13:e78041

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An Expert Knowledge Algorithm and Model Predicting Wound Healing Trends for a Decision Support System for Pressure Injury Management in Home Care Nursing: Development and Validation Study

Aya Kitamura, Aruto Ando, Gojiro Nakagami, Hiromi Sanada

JMIR Nursing 2025 (Dec 09); 8:e65716

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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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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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Assessing Usefulness of the Dashboard Instrument to Review Equity (DIRE) Checklist to Evaluate Equity in Public Health Dashboards: Reliability Study

Paulina Sosa, Emir A Syailendra, Harold P Lehmann, Hadi Kharrazi

JMIR Public Health Surveill 2025 (Dec 04); 11:e71094

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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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Online Clinical Calculator for Predicting 28-Day Mortality in Older Adult Patients With Sepsis-Associated Encephalopathy: Retrospective Study Using MIMIC-IV

Guangyong Jin, Menglu Zhou, Jiayi Chen, Mengyuan Diao, Wei Hu

JMIR Med Inform 2025 (Dec 04); 13:e76417

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Machine Learning–Based Prediction of In-Hospital Falls in Adult Inpatients: Retrospective Observational Multicenter Study

Takuya Nishino, Kotone Matsuyama, Yasuo Miyagi, Nari Tanabe, Fumiko Yamaguchi, Hiroki Ito, Shizuka Soh, Ayako Yano, Masako Mizuno, Katsuhito Kato, Hiroshige Jinnouchi, Chol Kim, Yosuke Ishii, Hiroki Yamaguchi, Yukihiro Kondo

JMIR Med Inform 2025 (Dec 04); 13:e75958

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Medical Feature Extraction From Clinical Examination Notes: Development and Evaluation of a Two-Phase Large Language Model Framework

Manal Abumelha, Abdullah AL-Malaise AL-Ghamdi, Ayman Fayoumi, Mahmoud Ragab

JMIR Med Inform 2025 (Dec 03); 13:e78432

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Enabling Just-in-Time Clinical Oncology Analysis With Large Language Models: Feasibility and Validation Study Using Unstructured Synthetic Data

Peter May, Julian Greß, Christoph Seidel, Sebastian Sommer, Markus K Schuler, Sina Nokodian, Florian Schröder, Johannes Jung

JMIR Med Inform 2025 (Dec 01); 13:e78332

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