Electronic Health Records

Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review

David Chen, Saif Addeen Alnassar, Kate Elizabeth Avison, Ryan S Huang, Srinivas Raman

JMIR Cancer 2025 (Mar 28); 11:e65984

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Biases in Race and Ethnicity Introduced by Filtering Electronic Health Records for “Complete Data”: Observational Clinical Data Analysis

Jose Miguel Acitores Cortina, Yasaman Fatapour, Kathleen LaRow Brown, Undina Gisladottir, Michael Zietz, Oliver John Bear Don't Walk IV, Danner Peter, Jacob S Berkowitz, Nadine A Friedrich, Sophia Kivelson, Aditi Kuchi, Hongyu Liu, Apoorva Srinivasan, Kevin K Tsang, Nicholas P Tatonetti

JMIR Med Inform 2025 (Mar 27); 13:e67591

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Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis

De Rong Loh, Elliot D Hill, Nan Liu, Geraldine Dawson, Matthew M Engelhard

JMIR AI 2025 (Mar 27); 4:e62985

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Using an Electronic Immunization Registry (Aplikasi Sehat IndonesiaKu) in Indonesia: Cross-Sectional Study

Dewi Nur Aisyah, Astri Utami, Fauziah Mauly Rahman, Nathasya Humaira Adriani, Fiqi Fitransyah, M Thoriqul Aziz Endryantoro, Prima Yosephine Hutapea, Gertrudis Tandy, Logan Manikam, Zisis Kozlakidis

Interact J Med Res 2025 (Mar 27); 14:e53849

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Mobile App-Based Interactive Care Plan for Migraine: Survey Study of Usability and Improvement Opportunities

Nathan P Young, Jennifer I Stern, Stephanie J Steel, Jon O Ebbert

JMIR Form Res 2025 (Mar 26); 9:e66763

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Factors Influencing Primary Care Physicians’ Intent to Refer Patients With Hypertension to a Digital Remote Blood Pressure Monitoring Program: Mixed Methods Study

Jennifer J Wu, Ross Graham, Julie Çelebi, Kevin Fraser, Geneen T Gin, Laurel Dang, Esmatullah Hatamy, Amanda Walker, Courtney Barbato, Ottar Lunde, Lisa Coles, Parag Agnihotri, Cassandra Morn, Ming Tai-Seale

J Med Internet Res 2025 (Mar 24); 27:e64933

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Large Language Model–Based Assessment of Clinical Reasoning Documentation in the Electronic Health Record Across Two Institutions: Development and Validation Study

Verity Schaye, David DiTullio, Benedict Vincent Guzman, Scott Vennemeyer, Hanniel Shih, Ilan Reinstein, Danielle E Weber, Abbie Goodman, Danny T Y Wu, Daniel J Sartori, Sally A Santen, Larry Gruppen, Yindalon Aphinyanaphongs, Jesse Burk-Rafel

J Med Internet Res 2025 (Mar 21); 27:e67967

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Exploring Physicians’ Dual Perspectives on the Transition From Free Text to Structured and Standardized Documentation Practices: Interview and Participant Observational Study

Olga Golburean, Rune Pedersen, Line Melby, Arild Faxvaag

JMIR Form Res 2025 (Mar 21); 9:e63902

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Using Synthetic Health Care Data to Leverage Large Language Models for Named Entity Recognition: Development and Validation Study

Hendrik Šuvalov, Mihkel Lepson, Veronika Kukk, Maria Malk, Neeme Ilves, Hele-Andra Kuulmets, Raivo Kolde

J Med Internet Res 2025 (Mar 18); 27:e66279

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Enhancing Patient Outcome Prediction Through Deep Learning With Sequential Diagnosis Codes From Structured Electronic Health Record Data: Systematic Review

Tuankasfee Hama, Mohanad M Alsaleh, Freya Allery, Jung Won Choi, Christopher Tomlinson, Honghan Wu, Alvina Lai, Nikolas Pontikos, Johan H Thygesen

J Med Internet Res 2025 (Mar 18); 27:e57358

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Development of a Clinical Decision Support Tool to Implement Asthma Management Guidelines in Pediatric Primary Care: Qualitative Study

David A Fedele, Jessica M Ray, Jaya L Mallela, Jiang Bian, Aokun Chen, Xiao Qin, Ramzi G Salloum, Maria Kelly, Matthew J Gurka, Jessica Hollenbach

JMIR Form Res 2025 (Mar 18); 9:e65794

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Integration of Psychiatric Advance Directives Into the Patient-Accessible Electronic Health Record: Exploring the Promise and Limitations

Julian Schwarz, Eva Meier-Diedrich, Matthé Scholten, Lucy Stephenson, John Torous, Florian Wurster, Charlotte Blease

J Med Internet Res 2025 (Mar 18); 27:e68549

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Imputation and Missing Indicators for Handling Missing Longitudinal Data: Data Simulation Analysis Based on Electronic Health Record Data

Molly Ehrig, Garrett S Bullock, Xiaoyan Iris Leng, Nicholas M Pajewski, Jaime Lynn Speiser

JMIR Med Inform 2025 (Mar 13); 13:e64354

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Assessing Total Hip Arthroplasty Outcomes and Generating an Orthopedic Research Outcome Database via a Natural Language Processing Pipeline: Development and Validation Study

Nicholas H Mast, Clara L. Oeste, Dries Hens

JMIR Med Inform 2025 (Mar 12); 13:e64705

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Monitoring Public Health Through a Comprehensive Primary Care Database in the Netherlands: Overview of the Nivel Syndromic Surveillance System

Christos Baliatsas, Jojanneke van Summeren, Sander van Beusekom, Amy Matser, Mariette Hooiveld

JMIR Public Health Surveill 2025 (Mar 12); 11:e58767

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The Perceptions of Potential Prerequisites for Artificial Intelligence in Danish General Practice: Vignette-Based Interview Study Among General Practitioners

Natasha Lee Jørgensen, Camilla Hoffmann Merrild, Martin Bach Jensen, Thomas B Moeslund, Kristian Kidholm, Janus Laust Thomsen

JMIR Med Inform 2025 (Mar 12); 13:e63895

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Exploratory Co-Design on Electronic Health Record Nursing Summaries: Case Study

Suhyun Park, Jenna L Marquard, Robin R Austin, Christie L Martin, David S Pieczkiewicz, Connie W Delaney

JMIR Form Res 2025 (Mar 11); 9:e68906

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Assessing the Data Quality Dimensions of Partial and Complete Mastectomy Cohorts in the All of Us Research Program: Cross-Sectional Study

Matthew Spotnitz, John Giannini, Yechiam Ostchega, Stephanie L Goff, Lakshmi Priya Anandan, Emily Clark, Tamara R Litwin, Lew Berman

JMIR Cancer 2025 (Mar 11); 11:e59298

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Prescription Refill Adherence Before and After Patient Portal Registration in Among General Practice Patients in England Using the Clinical Practice Research Datalink: Longitudinal Observational Study

Abrar Alturkistani, Thomas Beaney, Geva Greenfield, Ceire E Costelloe

JMIR Med Inform 2025 (Mar 11); 13:e50294

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Identifying Adverse Events in Outpatients With Prostate Cancer Using Pharmaceutical Care Records in Community Pharmacies: Application of Named Entity Recognition

Yuki Yanagisawa, Satoshi Watabe, Sakura Yokoyama, Kyoko Sayama, Hayato Kizaki, Masami Tsuchiya, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori

JMIR Cancer 2025 (Mar 11); 11:e69663

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