Electronic Health Records

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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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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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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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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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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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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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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Applying Robotic Process Automation to Monitor Business Processes in Hospital Information Systems: Mixed Method Approach

Adam Park, Se Young Jung, Ilha Yune, Ho-Young Lee

JMIR Med Inform 2025 (Mar 07); 13:e59801

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Deep Learning Models to Predict Diagnostic and Billing Codes Following Visits to a Family Medicine Practice: Development and Validation Study

Akshay Rajaram, Michael Judd, David Barber

JMIR AI 2025 (Mar 07); 4:e64279

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Oncology Provider and Patient Perspectives on a Cardiovascular Health Assessment Tool Used During Posttreatment Survivorship Care in Community Oncology (Results from WF-1804CD): Mixed Methods Observational Study

Chandylen L Nightingale, Emily V Dressler, Maura Kepper, Heidi D Klepin, Simon Craddock Lee, Sydney Smith, Aylin Aguilar, Kimberly D Wiseman, Stephanie J Sohl, Brian J Wells, Joseph A DeMari, Alyssa Throckmorton, Lindsey W Kulbacki, Jenny Hanna, Randi E Foraker, Kathryn E Weaver

J Med Internet Res 2025 (Mar 06); 27:e65152

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Perspectives on Using Artificial Intelligence to Derive Social Determinants of Health Data From Medical Records in Canada: Large Multijurisdictional Qualitative Study

Victoria H Davis, Jinfan Rose Qiang, Itunuoluwa Adekoya MacCarthy, Dana Howse, Abigail Zita Seshie, Leanne Kosowan, Alannah Delahunty-Pike, Eunice Abaga, Jane Cooney, Marjeiry Robinson, Dorothy Senior, Alexander Zsager, Kris Aubrey-Bassler, Mandi Irwin, Lois A Jackson, Alan Katz, Emily Gard Marshall, Nazeem Muhajarine, Cory Neudorf, Stephanie Garies, Andrew D Pinto

J Med Internet Res 2025 (Mar 06); 27:e52244

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Emerging Domains for Measuring Health Care Delivery With Electronic Health Record Metadata

Daniel Tawfik, Adam Rule, Aram Alexanian, Dori Cross, A Jay Holmgren, Sunny S Lou, Eugenia McPeek Hinz, Christian Rose, Ratnalekha V N Viswanadham, Rebecca G Mishuris, Jorge M Rodríguez-Fernández, Eric W Ford, Sarah T Florig, Christine A Sinsky, Nate C Apathy

J Med Internet Res 2025 (Mar 06); 27:e64721

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