Electronic Health Records

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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Streamlining Ophthalmic Documentation With Anonymized, Fine-Tuned Language Models: Feasibility Study

Sebastian Arens, Quang Vinh Ngo, Anna Richling, Lucas Stürzbecher, Daniel Böhringer, Thomas Reinhard, Felix Heilmeyer

Interact J Med Res 2025 (Nov 26); 14:e72894

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Hypertension Medication Recommendation via Synergistic and Selective Modeling of Heterogeneous Medical Entities: Development and Evaluation Study of a New Model

Ke Zhang, Zhichang Zhang, Yali Liang, Wei Wang, Xia Wang

JMIR Med Inform 2025 (Nov 25); 13:e74170

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Usability, Benefits, and Barriers Associated With Patients’ Access to Electronic Health Record–Integrated Telehealth in Hospitals in Riyadh: Qualitative Study

Dalia Alomar, Iliada Eleftheriou, Pauline Whelan, John Ainsworth

JMIR Form Res 2025 (Nov 25); 9:e74011

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Predicting 30-Days Hospital Readmission for Patients with Heart Failure Using Electronic Health Record Embeddings: Comparative Evaluation

Prabin Shakya, Ayush Khaneja, Kavishwar B Wagholikar

JMIR Med Inform 2025 (Nov 25); 13:e73020

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A Bilingual On-Premises AI Agent for Clinical Drafting: Implementation Report of Seamless Electronic Health Records Integration in the Y-KNOT Project

Hanjae Kim, So-Yeon Lee, Seng Chan You, Sookyung Huh, Jai-Eun Kim, Sung-Tae Kim, Dong-Ryul Ko, Ji Hoon Kim, Jae Hoon Lee, Joon Seok Lim, Moo Suk Park, Kang Young Lee

JMIR Med Inform 2025 (Nov 24); 13:e76848

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Considerations for Patient Privacy of Large Language Models in Health Care: Scoping Review

Xiaoying Zhong, Siyi Li, Zhao Chen, Long Ge, Dongdong Yu, Shijia Wang, Liangzhen You, Hongcai Shang

J Med Internet Res 2025 (Nov 21); 27:e76571

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Creation and Implementation of an Electronic Sexual Assault Record at the Geneva University Hospital

Sara Cottler-Casanova, Laurène Rimondi, Monique Lamuela Naulin, Tony Fracasso, Jasmine Abdulcadir

JMIR Med Inform 2025 (Nov 20); 13:e66764

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