Electronic Health Records

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Articles published in 2026 in this theme: 206 (scroll down to load remaining articles)

2026

Doctor discusses brain health with older women; one shows confusion, the other contemplation.

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Large Language Model–Based Identification of Subjective Cognitive Decline in Electronic Health Records Among Older Adults With Normal Cognitive Testing: Retrospective Cohort Study

Liqin Wang, Rebecca E Amariglio, Sheril Varghese, Jiazi Tian, Diane Seger, Li Zhou, Gad A Marshall

JMIR Aging 2026 (Oct 07); 9:e93011

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Doctor discusses shoulder pain with a male patient during a medical consultation.

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Extraction of Pain Severity and Functional Interference From Clinical Narratives Using Domain-Informed Large Language Models: Protocol for a Development and Validation Study

Xiaoyi Zhang, Christopher R Wilson, Hannah Eyre, David E Reed II, Travis Y Hee Wai, Alexander Kloehn, Ethan W Rosser, Gang Luo, Steven B Zeliadt

JMIR Res Protoc 2026 (Oct 07); 15:e96346

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Doctor reviews patient chart on computer with mother and baby

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An Electronic Health Record–Based Intervention to Facilitate Primary Care Referrals to the Special Supplemental Nutrition Program for Women, Infants, and Children: Retrospective Cohort Study

Kimberly Montez, Melissa C Kay, Alysha J Taxter, Kristina H Lewis

JMIR Pediatr Parent 2026 (Oct 07); 9:e87608

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Doctor reviews patient data on phone, tablet, and laptop, with antibiotic plan notes.

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Extent of Digital Health Fragmentation and Potential Implications for Antimicrobial Prescribing: Rapid Evidence Review

Verena Schneider, Akish Luintel, Bethan Balch, Shivani Gangadia, Grainne Brady, Emma McGuire, Gwenan M Knight, Laura Shallcross, Steve Harris, Cecilia Vindrola-Padros

J Med Internet Res 2026 (Oct 06); 28:e94014

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Pharmacist analyzing data on laptop and computer screens in a pharmacy

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Linking Dispense Data to Electronic Health Orders: Tutorial for Querying Commercial Pharmacy Databases to Support Systemwide Quality Improvement

Benjamin Michaels, Jessica Pourian

J Med Internet Res 2026 (Oct 06); 28:e90954

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Hands typing on a laptop keyboard with a blurred blue digital background

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Business Associates’ Involvement in US Health Care Data Breaches: Longitudinal Analysis

Martin Ignatovski

JMIR Med Inform 2026 (Oct 06); 14:e93588

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Doctor holding tablet with medical questionnaire for patient intake

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Electronic Health Record–Based Phenotyping for Obsessive-Compulsive Disorder: Algorithm Development and Multicenter Validation Study

Bo Wang, Tyne W Miller-Fleming, Dongmei Yu, Donald Hucks, Emily Gantz, Rebecca Johnston, Angela Maxwell-Horn, Nancy Cox, James Sutcliffe, Carol A Mathews, Evonne McArthur, Patrick L McGuire, Dia Kabir, Ashley Dankese, Evan J Giangrande, Rebecca G Fortgang, Shirley B Wang, Rakesh Karmacharya, Joshua L Roffman, Jeremiah M Scharf, Jordan W Smoller, Takahiro Soda, James J Crowley, Lea K Davis

JMIR Ment Health 2026 (Oct 02); 13:e89213

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Dentist's hands in gloves performing dental surgery with instruments in patient's open mouth.

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Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations

Laura Swinckels, Katharina Alves Rabelo, Eduardo L Delamare, Bruno G Loos, Pierre Lahoud, Harmen Bijwaard, Ander de Keijzer, Jinman Kim, Josef Bruers

J Med Internet Res 2026 (Oct 02); 28:e87781

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Doctor in white coat using laptop in modern clinic office

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Leveraging Generative Large Language Models for Temporal Relation Extraction From French Clinical Narratives: Prompt-Chaining Approach

Nesrine Bannour, Guillaume Assié, Olivia Boyer, Nicolas Garcelon, Xavier Tannier, Marc Vincent, Anne Sophie Jannot

J Med Internet Res 2026 (Sep 30); 28:e95198

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Transformer-based language model for EHRs, identifying misspelled medication names.

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Detecting Misspelled Drug Names Using Transformer-Based Language Models: Model Development and External Validation

Jiayu Lu, Kevin W McConeghy, Andrew R Zullo, Jinying Chen

JMIR Med Inform 2026 (Sep 29); 14:e91151

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Woman's hands pouring green and blue capsules from a bottle into her palm

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Harnessing Data Warehousing for Precision in Off-Label Prescription Detection in Psychiatry (PSYHAMM): Retrospective Proof-of-Concept Evaluation Study

Emmanuel Chevallier, Catherine Letord, Jean Charlet, Marie-Odile Krebs, Emmanuelle Advenier-Iakovlev, Stefan J Darmoni, Julien Grosjean, Romain Leguillon

JMIR Form Res 2026 (Sep 29); 10:e71516

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Doctor holding tablet showing a digital hospital with healthcare icons

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Impact of Digitalization on Performance of Dutch Hospitals: Longitudinal Quantitative Study

Philipp Remus, Daan Westra, Rachel Gifford, Frank van de Baan, Mark Govers

J Med Internet Res 2026 (Sep 29); 28:e94896

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Tablet displaying a speaker icon with sound waves, held by hands.

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Implementation Readiness and Adoption of AI-Enabled Voice Electronic Medical Records in Resource-Constrained African Health Systems: Multisite Qualitative Study

Melika Desalegn, Hocheol Lee, Dawit Wondifraw Tilahun, Alemu Sugi

JMIR Med Inform 2026 (Sep 29); 14:e100805

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Nurse in blue scrubs using a tablet with a stethoscope around her neck.

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Electronic Health Record Workflows in Acute Care Surgery: Ethnographic Study

Alex H Lee, Devesh Narayanan, Kristan Staudenmayer, Aussama K Nassar, Syed Morad Hameed

JMIR Med Inform 2026 (Sep 28); 14:e89846

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Healthcare worker scans medication ampoule in automated pharmacy storage system.

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A Quantifiable 3D Closed-Loop Framework for Controlled Substance Safety in a HIMSS Electronic Medical Record Adoption Model (EMRAM) Stage 7 Hospital: Pre-Post Quality Improvement Study

Nasha Sun, Jihua Su, Qiyi Yu, Yong Xu, Mali Zhuo

JMIR Med Inform 2026 (Sep 25); 14:e98247

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Doctor discusses patient's health with her in a clinic office.

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Symptom Terminology Normalization in Traditional Chinese Medicine: Development and Evaluation of a 2-Stage Deep Learning Framework Based on Fine-Grained Semantic Classification

Junyu Yao, Xingyue Gou, Wei Lai, Yuzhu Gao, Siqi Wang, Chuangan Zhou, Hui Ye, Jing Tian, Jun Yi, Dong Cao

JMIR Med Inform 2026 (Sep 25); 14:e85825

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Doctor analyzing AI brain scan data on futuristic computer interface

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Practical Guide to Large Language Models for Information Extraction in Behavioral Health Notes: Tutorial

Diya Saha, Juliet B Edgcomb

JMIR Ment Health 2026 (Sep 24); 13:e97498

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Doctor talks to female patient in hospital room with nurse in foreground

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Clinical Surveillance Technologies in Nonintensive Care Unit Hospital Settings: Systematic Review and Bayesian Network Meta-Analysis of Randomized Trials

Xinbo Yin, Xiangmin Li, Guoqing Huang, Xiaokai Wang

J Med Internet Res 2026 (Sep 24); 28:e98205

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Doctor pointing to tablet with patient questionnaire during medical consultation

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Longitudinal Digital Phenotyping of Traditional Chinese Medicine Constitution From Routine Health Examination Records: Retrospective Clinical Informatics Study

Yuzhi Huo, Gao Deng, Li Kang, Haizhi Qin, Li Xiao, Ying Deng, Xin Chen, Dan Ding, Fei Wang, Mei Zhang, Min Chen

JMIR Med Inform 2026 (Sep 23); 14:e100063

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Doctor rubbing forehead in stress at desk with laptop and notes

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Physicians’ Complex Relationships With Health Information Technology and Burnout: Cross-Sectional Survey Study

Mavis Jones, Timothy Jason, Dara Liu, Jeannette Comeau, Chandi Chandrasena, Noni E MacDonald, Janice E Graham

JMIR Hum Factors 2026 (Sep 23); 13:e93266

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