Electronic Health Records

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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Leveraging Machine Learning and Robotic Process Automation to Identify and Convert Unstructured Colonoscopy Results Into Actionable Data: Proof-of-Concept Study

Elizabeth R Stevens, Jager Hartman, Paul Testa, Ajay Mansukhani, Casey Monina, Amelia Shunk, David Ranson, Yana Imberg, Ann Cote, Dinesha Prabhu, Adam Szerencsy

JMIR Med Inform 2025 (Nov 20); 13:e73504

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Using a Technology Acceptance Model to Explore the Intention to Use Digital Health Technologies Among People With Disabilities: Cross-Sectional Survey Study

Jae-Hak Kim, Janghyeon Kim, Bo-Young Youn

J Med Internet Res 2025 (Nov 20); 27:e79595

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Development and Health System Deployment of an Electronic Health Record–Integrated Chatbot Intervention for Connecting Fall Risk Screening to Community Resources After Emergency Department Visits: Implementation Study

Audrey Keleman, Megan Bounds, Maxwell Lunt, Jennifer Portz, Bucky Ferozan, Jonathan Gomez Picazo, Kelly Bookman, Hillary D Lum, Elizabeth M Goldberg

JMIR Form Res 2025 (Nov 18); 9:e77237

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Methods for Addressing Missingness in Electronic Health Record Data for Clinical Prediction Models: Comparative Evaluation

Jean Digitale, Deborah Franzon, Mark J Pletcher, Charles E McCulloch, Efstathios D Gennatas

JMIR Med Inform 2025 (Nov 14); 13:e79307

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Named Entity Recognition for Chinese Cancer Electronic Health Records—Development and Evaluation of a Domain-Specific BERT Model: Quantitative Study

Junbai Chen, Butian Zhao, Xiaohan Tian, Zhengkai Zou, Ruojia Wang, Jiarui Wu, Songxing Du, Fengying Guo

JMIR Med Inform 2025 (Nov 14); 13:e76912

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Physicians’ Use of Electronic Health Record Data Elements and Decision Support Tools in Heart Failure Management: User-Centered Cross-Sectional Survey Study

Mohamed S Ali, Bruna Oewel, Kaitlyn M Greer, Sabah Ganai, Mark W Newman, Kelly Murdoch-Kitt, Scott L Hummel, Michael P Dorsch

JMIR Cardio 2025 (Nov 14); 9:e79239

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Process for Quality Management of Electronic Medical Records–Based Data: Case Study Using Real Colorectal Cancer Data

NaYoung Park, Kyungmin Na, Woongsang Sunwoo, Jeong-Heum Baek, Youngho Lee, Suehyun Lee, Hyekyung Woo

JMIR Med Inform 2025 (Nov 13); 13:e73884

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Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Tianyi Liu, Lei Lu, Yanzhong Wang, Andrew J Krentz, Vasa Curcin

JMIR Med Inform 2025 (Nov 13); 13:e76659

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Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation

Peter Sarvari, Zaid Al-fagih, Alexander Abou-Chedid, Paul Jewell, Rosie Taylor, Arouba Imtiaz

JMIR Biomed Eng 2025 (Nov 10); 10:e66691

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Identifying Terminologies Used Prior to the Onset of Interstitial Lung Disease in Patients With Lung Cancer: Descriptive Analysis of Electronic Medical Record Data

Masami Mukai, Hiroki Adachi, Tomohiro Yamaguchi, Ryunosuke Tanabe, Yasuo Sugitani, Yoshimasa Hanada, Noriaki Nakajima, Naoki Mihara

JMIR Cancer 2025 (Nov 03); 11:e70603

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The Clinical Registry of Childhood Asthma (CRCA) Elucidating Early-Life Asthma: Cross-Sectional Analysis of a Prospective, Longitudinal, and Digitally Enhanced Real-World Cohort

Juan Li, Luo Ren, Jiao Liu, Yuyi Tang, Run Wang, Peixin Yang, Jing Zhao, Xiao Chen, Zheng Xiang, Wen Zhong, Na Zang, Dapeng Chen, Heping Fang, Enmei Liu

J Med Internet Res 2025 (Oct 30); 27:e78693

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