Electronic Health Records

Articles published in 2026 in this theme: 79 (scroll down to load remaining articles)

2026

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Evaluating Encoder and Decoder Models for Extended Clinical Concept Recognition in Japanese Clinical Texts: Comparative Study With Weighted Soft Matching

Yuya Tsukiji, Satoshi Kataoka, Masafumi Itokazu, Ryozo Nagai, Takeshi Imai

J Med Internet Res 2026 (May 14); 28:e78681

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Multimodal Fusion of Echocardiogram Images and Electronic Medical Records for Heart Disease Screening: Retrospective Algorithm Development and Validation Study

Bokai Yang, Yirong Qin, Ye Li, Ruitao Xie, Limai Jiang, Juan He, Jikui Liu, Yunpeng Cai

JMIR Med Inform 2026 (May 14); 14:e78949

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Understanding Patient-Reported Offenses in Electronic Health Records: Cross-Sectional Mixed Methods Survey

Saija Simola, Sari Kujala, Åsa Cajander, Anna Kharko, Bridget Kane, Bo Wang, Rose-Mharie Åhlfeldt, Maria Hägglund

J Med Internet Res 2026 (May 14); 28:e86178

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Natural Language Processing of Clinical Notes for Cancer Research and Patient Care Prior to Widespread Adoption of Generative AI: Scoping Review

Alfred B Kayira, Hadeel R A Elyazori, Kevin Lybarger, Fiona M Walter, Claude Chelala, Garth Funston

JMIR AI 2026 (May 14); 5:e73481

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Exploring the Impact of Electronic Medical Record–Enabled Versus Paper-Based Systems on the Quality of Nursing Handover: Comparative Case-Study

Lisa Browning, Urooj Raza Khan, Sandra Leggat, Nicholas Monypenny, James H Boyd

JMIR Nursing 2026 (May 12); 9:e85909

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Scalable Identification of Clinically Relevant Chronic Obstructive Pulmonary Disease Documents in Large-Scale Electronic Health Record Datasets With a Lightweight Natural Language Processing Model: Retrospective Cohort Study

Mohammed Al-Garadi, Sharon E Davis, Michael E Matheny, Dax Westerman, Adrienne K Conger, Bradley W Richmond, Thomas A Lasko, Iben M Ricket, Laura M Paulin, Jeremiah R Brown, Ruth M Reeves

JMIR Med Inform 2026 (May 12); 14:e84326

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Expert Evaluation and Consensus on GPT-4o Summaries of Clinical Letters: Validation and Results of the Framework and Implementation of AI Tools Project

Mieke Deschepper, Helga Rogge, Kirsten Colpaert

JMIR Med Inform 2026 (May 11); 14:e90374

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Evaluating Patient-Entered Electronic Health Data as a Strategy to Improve Quality of Care in a Diabetes Clinic: Protocol for a Randomized Controlled Trial

Julia Hunter-Schouela, Lindsey Ure, Caroline Zuijdwijk, Elias Abou-Assaly, Alexandra Ahmet, Jennifer de Boer, Karine Khatchadourian, Stephen A Kutcher, Sarah E Lawrence, Deepti Reddy, Richard Webster, Ellen B Goldbloom

JMIR Res Protoc 2026 (May 08); 15:e89519

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Population Estimates and Hypertension and Diabetes Prevalence: Cross-Sectional Quantitative Study Comparing Electronic Health Record–Derived Counts, Census, and Centers for Disease Control and Prevention Population Level Analysis and Community Estimates

Tyler NA Winkelman, Kelly Bergmann, Peter Bodurtha, Alanna M Chamberlain, R Adams Dudley, David Haynes, Steven G Johnson, Thomas E Kottke, Karen L Margolis, Gabriela Vazquez Benitez, Devon Nerstad, Patrick Olson, James M Peacock, Nayanjot Kaur Rai, Stephen C Waring, Bjorn Westgard, Paul Englund Drawz

JMIR Public Health Surveill 2026 (May 07); 12:e86337

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Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making

Daniyal Selani, Rachel Knevel, Marcel Reinders, Erik B van den Akker

J Med Internet Res 2026 (May 04); 28:e86763

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Machine Learning Prediction and Reducing Overdoses With Electronic Health Record Nudges (mPROVEN) in the Primary Care Setting: Protocol for a Cluster Randomized Controlled Trial

Walid F Gellad, Yi-Fan Chen, Tae Woo Park, Qingnan Yang, Jonathan D Arnold, Courtney C Kuza, Stephanie N Fedro-Byrom, Julie Diiulio, Laura G Militello, Michelle Whitlock, Eugene M Sadhu, Shyam Visweswaran, Michael J Fine, Kaleab Z Abebe, Katie J Suda, Wei-Hsuan Lo-Ciganic

JMIR Res Protoc 2026 (May 04); 15:e94007

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The Ethics of AI Scribes as Epistemic Agents

Frank Ursin, Sabine Salloch

JMIR Med Inform 2026 (Apr 30); 14:e88235

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A Data-Centric Approach for Health Care and Research in a Health Knowledge Management Platform: Implementation and Requirement-Based Evaluation Study

Björn Schreiweis, Benjamin Kinast, Hannes Ulrich, Tobias Bronsch, Ann-Kristin Kock-Schoppenhauer, Björn Bergh

JMIR Med Inform 2026 (Apr 30); 14:e83608

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Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study

Anoeska Schipper, Peter Belgers, Rory David O'Connor, Lieke van de Wouw, Luc Builtjes, Joeran S Bosma, Ron Kusters, Steef Kurstjens, Matthieu Rutten, Bram van Ginneken

JMIR Med Inform 2026 (Apr 30); 14:e81500

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Automated Identification of Nursing Diagnoses and Interventions From Nursing Records Using a Retrieval-Augmented Large Language Model Approach: Quantitative Study

Minye Li, Dianjie Chen, Qun Xiao, Zhengji He, Yanyan Zhang, Jinlan Zhong, Yiwei Luo, Hui Ma

J Med Internet Res 2026 (Apr 29); 28:e89850

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The Role of Electronic Medical Record Systems and Pharmacovigilance Databases in the Surveillance of Antimicrobial Use and Resistance in Low- and Middle-Income Countries: Protocol for a Multistudy Project

Hager Saleh, Cecilia Stålsby Lundborg, Megha Sharma

JMIR Res Protoc 2026 (Apr 28); 15:e81459

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Exploring Patient Empowerment and Health System Outcomes Associated With MyHealthNB, a Provincial Personal Health Record System: Exploratory Mixed Methods Study

Paula Voorheis, Stephan U Dombrowski, Frances Bruno, Carolyn Steele Gray

J Med Internet Res 2026 (Apr 28); 28:e87521

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Usage and Perceptions of Electronic Patient Records Experienced by Users and Nonusers in the Canton of Vaud, Switzerland: Mixed Methods Study

François Bastardot, Catherine LaRocco, Mathilde Robert, Veronika Schoeb

J Med Internet Res 2026 (Apr 21); 28:e83702

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Classifying American Society of Anesthesiologists Physical Status With a Low-Rank–Adapted Large Language Model: Development and Validation Study

Min-Chia Chen, Shanq-Jang Ruan, Jo-Hsin Wu, Pei-fu Chen

J Med Internet Res 2026 (Apr 21); 28:e89540

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Mortality Prediction Among People Living With HIV on Antiretroviral Therapy in Public Health Facilities in Gondar City Administration, Northwest Ethiopia: Machine Learning–Based Study

Andualem Enyew Gedefaw, Getaye Tizazu Biwota, Abraraw Gebre Mesele, Abraham Keffale Mengistu, Gizaw Hailiye Teferi

JMIR Med Inform 2026 (Apr 20); 14:e78770

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