Electronic Health Records

Developing an AI-Assisted Tool That Identifies Patients With Multimorbidity and Complex Polypharmacy to Improve the Process of Medication Reviews: Qualitative Interview and Focus Group Study

Aseel S Abuzour, Samantha A Wilson, Alan A Woodall, Frances S Mair, Asra Aslam, Andrew Clegg, Eduard Shantsila, Mark Gabbay, Michael Abaho, Danushka Bollegala, Harriet Cant, Alan Griffiths, Layik Hama, Gary Leeming, Emma Lo, Simon Maskell, Maurice O'Connell, Olusegun Popoola, Sam Relton, Roy A Ruddle, Pieta Schofield, Matthew Sperrin, Tjeerd Van Staa, Iain Buchan, Lauren E Walker

J Med Internet Res 2026 (Jan 08); 28:e74304

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Assessing the Effects of eHealth Literacy and the Area Deprivation Index on Barriers to Electronic Patient Portal Use for Orthopedic Surgery: Cross-Sectional Observational Study

Audrey Lynn Litvak, Nicholas Lin, Kelly Hynes, Jason Strelzow, Jeffrey G Stepan

JMIR Perioper Med 2026 (Jan 07); 9:e72035

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Development and Validation of a Generative Artificial Intelligence-Based Pipeline for Automated Clinical Data Extraction From Electronic Health Records: Technical Implementation Study

Marvin N Carlisle, William A Pace, Andrew W Liu, Robert Krumm, Janet E Cowan, Peter R Carroll, Matthew R Cooperberg, Anobel Y Odisho

JMIR Bioinform Biotech 2026 (Jan 06); 7:e70708

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Providing Mobile Patient Access to Their Electronic Secondary Care Patient Record in Adults With Cystic Fibrosis: Results of a Prospective, Parallel, Randomized Open-Pilot Quantitative Study

Helen K Chadwick, Akhil Sawant, Helen White, Lindsey Gillgrass, Giulia Spoletini, Ian J Clifton, Christine Etherington, Daniel G Peckham

JMIR Form Res 2025 (Dec 25); 9:e69747

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Acceptance of Electronic Medical Records and Associated Factors Among Health Care Workers in Northwest Ethiopia: Cross-Sectional Study

Asmamaw Ketemaw Tsehay, Kholofelo Lorraine Matlhaba

JMIR Med Inform 2025 (Dec 23); 13:e72030

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Competition or Complementarity Among Telemedicine Tools in Ambulatory Care Practice: Cross-Sectional Analysis

Xiang Oliver Liu, Avijit Sengupta

JMIR Med Inform 2025 (Dec 23); 13:e75246

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Copy Tools in the Electronic Health Record: Perceptions, Implications, and Future Directions

Sky Corby, Joan S Ash, Rebecca M Jungbauer, Gretchen Scholl, Sarah Florig, Vishnu Mohan, Jeffrey A Gold

JMIR Med Inform 2025 (Dec 19); 13:e78502

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Using Electronic Health Data to Deliver an Adaptive Online Learning Solution to Emergency Trainees: Mixed Methods Pilot Study

Anna Janssen, Andrew Coggins, James Tadros, Deleana Quinn, Amith Shetty, Tim Shaw

JMIR Med Educ 2025 (Dec 17); 11:e65287

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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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Dashboards to Improve Extractability of Cardiovascular Indicators in a Learning Health Care System: Mixed Methods Study

Anna G M Zondag, Karin R Jongsma, Wouter W van Solinge, Michiel L Bots, Robin W M Vernooij, Saskia Haitjema, UCC-CVRM Study Group

J Med Internet Res 2025 (Dec 16); 27:e71978

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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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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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Adoption of Machine Learning in US Hospital Electronic Health Record Systems: Retrospective Observational Study

Huang Huang, Wei Lyu, Md Mahmud Hasan, Shannon H Houser

J Med Internet Res 2025 (Dec 09); 27:e76126

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A Novel Primary Care Planning Informatics Tool Informed by Data-Driven Multimorbidity Grouping: User-Centered Design and Feasibility Testing

Linnaea Schuttner, Karin Daniels, Srinidhi Venkatesh, Franya Hutchins, Karley Atchison, Rebecca Piegari, Timothy Bober, Xinhua Zhao, Ann-Marie Rosland

JMIR Form Res 2025 (Dec 04); 9:e75081

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Evaluation of the 2020 American Urological Association Microscopic Hematuria Guidelines in Clinical Practice: Retrospective Chart Review Analysis

Dominique Munroe, James O'Keefe, Danyang Wang, Miranda A Moore

JMIR Form Res 2025 (Dec 04); 9:e75929

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Implementation of an Electronic Medication Management System in 41 Residential Care Homes in Hong Kong: Pre–Post Interventional Study

Phillip Lung Wai Au-Doung, Ho Cheung Chau, Chit Hin Wong, Kai Cheong Lau, Yi Qi Chan, Ho Lam Yip, Chiu Ngai Hung, Bik-Wai Bilvick Tai, Teddy Tai-Ning Lam, Chui Ping Lee, Sau Chu Chiang, Yin Ting Cheung

JMIR Aging 2025 (Dec 04); 8:e79262

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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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Reconstruction of a Risk Analysis Tool That Uses Nursing Data for Frailty Assessment Among Older Adults: Derivation and Internal Evaluation Study

Brian G Celso, Sarah E Ser, Urszula A Snigurska, Laurence M Solberg, Laurie J Duckworth, Elizabeth M Dunn, Mattia Prosperi, Robert J Lucero, Ragnhildur I Bjarnadottir

JMIR Aging 2025 (Dec 02); 8:e67888

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Patient Attitudes Toward Ambient Voice Technology: Preimplementation Patient Survey in an Academic Medical Center

Gary Leiserowitz, Jeff Mansfield, Scott MacDonald, Melissa Jost

JMIR Med Inform 2025 (Nov 27); 13:e77901

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Unsupervised Coverage Sampling to Enhance Clinical Chart Review Coverage for Computable Phenotype Development: Simulation and Empirical Study

Zigui Wang, Jillian H Hurst, Chuan Hong, Benjamin Alan Goldstein

JMIR Med Inform 2025 (Nov 27); 13:e72068

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