Clinical Informatics

Authors’ Reply: Foundation Models for Generative AI in Time-Series Forecasting

Rosemary He, Jeffrey Chiang

J Med Internet Res 2025 (Jul 25); 27:e79772

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Foundation Models for Generative AI in Time-Series Forecasting

Diva Beltramin, Cedric Bousquet

J Med Internet Res 2025 (Jul 25); 27:e76964

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Evaluating the Usability, Technical Performance, and Accuracy of Artificial Intelligence Scribes for Primary Care: Competitive Analysis

Emily Ha, Isabelle Choon-Kon-Yune, LaShawn Murray, Siying Luan, Enid Montague, Onil Bhattacharyya, Payal Agarwal

JMIR Hum Factors 2025 (Jul 23); 12:e71434

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Impact of Diagnostic Stewardship on Urine Culture Ordering in Saudi Arabia: Prospective Pre- and Postintervention Study

Ahlam Alghamdi, Afrah Alkazemi, Alnada Ibrahim, Mohammed Alraey, Mohammed Alaboud, Isra Farooqi, Mohammad Aatif Khan, Asem Allam, Mohammed Alwadai, Renad Alyahya, Ohoud Alzahrani, Hajar Y AlQahtani, Amir Mohareb, Muneerah Aleissa

JMIR Med Inform 2025 (Jul 23); 13:e68044

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Improving the Predictive Accuracy of the National Early Warning Score 2: Protocol for Algorithm Refinement

Chris Plummer, Cen Cong, Madison Milne-Ives, Lynsey Threlfall, Peta Le Roux, Edward Meinert

JMIR Res Protoc 2025 (Jul 21); 14:e70303

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Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis

Nurfaidah Tahir, Chau-Ren Jung, Shin-Da Lee, Nur Azizah, Wen-Chao Ho, Tsai-Chung Li

J Med Internet Res 2025 (Jul 21); 27:e65708

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Understanding Antecedents of Nurses' and Physicians' Workaround Behavior Regarding Hospital Information Systems: Qualitative Interview Study

Eileen Doctor, Jasmin Hennrich, Torsten Eymann, Christoph Buck

J Med Internet Res 2025 (Jul 15); 27:e51781

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Standardizing Survey Data Collection to Enhance Reproducibility: Development and Comparative Evaluation of the ReproSchema Ecosystem

Yibei Chen, Dorota Jarecka, Sanu Ann Abraham, Remi Gau, Evan Ng, Daniel M Low, Isaac Bevers, Alistair Johnson, Anisha Keshavan, Arno Klein, Jon Clucas, Zaliqa Rosli, Steven M Hodge, Janosch Linkersdörfer, Hauke Bartsch, Samir Das, Damien Fair, David Kennedy, Satrajit S Ghosh

J Med Internet Res 2025 (Jul 11); 27:e63343

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Identifying People Living With or Those at Risk for HIV in a Nationally Sampled Electronic Health Record Repository Called the National Clinical Cohort Collaborative: Computational Phenotyping Study

Eric Hurwitz, Cara D Varley, A Jerrod Anzolone, Vithal Madhira, Amy L Olex, Jing Sun, Dimple Vaidya, Nada Fadul, Jessica Y Islam, Lesley E Jackson, Kenneth J Wilkins, Zachary Butzin-Dozier, Dongmei Li, Sandra E Safo, Julie A McMurry, Pooja Maheria, Tommy Williams, Shukri A Hassan, Melissa A Haendel, Rena C Patel, The National Clinical Cohort Collaborative (N3C) Consortium

JMIR Med Inform 2025 (Jul 11); 13:e68143

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Networked Behaviors Associated With a Large-Scale Secure Messaging Network: Cross-Sectional Secondary Data Analysis

Laura Rosa Baratta, Linlin Xia, Daphne Lew, Elise Eiden, Y Jasmine Wu, Noshir Contractor, Bruce L Lambert, Sunny S Lou, Thomas Kannampallil

JMIR Med Inform 2025 (Jul 10); 13:e66544

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Artificial Intelligence–Enabled Facial Privacy Protection for Ocular Diagnosis: Development and Validation Study

Haizhu Tan, Hongyu Chen, Zhenmao Wang, Mingguang He, Chiyu Wei, Lei Sun, Xueqin Wang, Danli Shi, Chengcheng Huang, Anping Guo

J Med Internet Res 2025 (Jul 09); 27:e66873

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Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japanese

Seiji Shimizu, Tomohiro Nishiyama, Hiroyuki Nagai, Shoko Wakamiya, Eiji Aramaki

JMIR Med Inform 2025 (Jul 08); 13:e76773

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Assessing the Accuracy of ChatGPT in Appropriately Triaging Common Postoperative Concerns Regarding Mohs Micrographic Surgery

Chloe Fernandez, Victoria Dukharan, Nathaniel A Marroquin, Rebecca Bolen, Adam Leavitt, Nicole C Cabbad

JMIR Dermatol 2025 (Jul 08); 8:e72706

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Comparing the Quality of Primary Care Electronic Health Record Data in Australia and Canada: Case Study in Osteoarthritis

Sharmala Thuraisingam, D Himasara Marasinghe, Kendra Barrick, Fariba Aghajafari, Jo-Anne Manski-Nankervis, Michelle M Dowsey, Hude Quan, Tyler Williamson, Stephanie Garies

J Med Internet Res 2025 (Jul 03); 27:e69631

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Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance

Marie Keinert, Simon Pistrosch, Adria Mallol-Ragolta, Björn W Schuller, Matthias Berking

J Med Internet Res 2025 (Jul 02); 27:e68942

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Implementing a Cross-Border Next-Generation Personal Health Record in the Philippines and Taiwan: An Implementation Case Report Using Health Level 7 International Fast Healthcare Interoperability Resources

Hsiu-An Lee, Jui-Chun Huang, Shih-Wun Huang, Wei-Han Chen, Alvin B Marcelo, Miguel Sandino O Aljibe, Chien-Yeh Hsu

JMIR Form Res 2025 (Jul 02); 9:e56272

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ChatGPT-4–Driven Liver Ultrasound Radiomics Analysis: Diagnostic Value and Drawbacks in a Comparative Study

Laith R Sultan, Shyam Sunder B Venkatakrishna, Sudha A Anupindi, Savvas Andronikou, Michael R Acord, Hansel J Otero, Kassa Darge, Chandra M Sehgal, John H Holmes

JMIR AI 2025 (Jun 30); 4:e68144

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Outcomes of an Advanced Epic Personalization Course on Clinician Efficiency through Use of Electronic Medical Records: Retrospective Study

Junye George Chen, Hao Xing Lai, Shi Min Wong, Terry Ling Te Pan, Er Luen Lim, Zi Qiang Glen Liau

JMIR Form Res 2025 (Jun 20); 9:e68491

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Designing Clinical Decision Support Systems (CDSS)—A User-Centered Lens of the Design Characteristics, Challenges, and Implications: Systematic Review

Andrew A Bayor, Jane Li, Ian A Yang, Marlien Varnfield

J Med Internet Res 2025 (Jun 20); 27:e63733

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Predicting Early-Onset Colorectal Cancer in Individuals Below Screening Age Using Machine Learning and Real-World Data: Case Control Study

Chengkun Sun, Erin Mobley, Michael Quillen, Max Parker, Meghan Daly, Rui Wang, Isabela Visintin, Ziad Awad, Jennifer Fishe, Alexander Parker, Thomas George, Jiang Bian, Jie Xu

JMIR Cancer 2025 (Jun 19); 11:e64506

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