Electronic Health Records

Advancing Real-World Evidence Through a Federated Health Data Network (EHDEN): Descriptive Study

Clair Blacketer, Martijn J Schuemie, Maxim Moinat, Erica A Voss, Montse Camprubi, Peter R Rijnbeek, Patrick B Ryan

J Med Internet Res 2025 (Aug 07); 27:e74119

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The Lifecycle of Electronic Health Record Data in HIV-Related Big Data Studies: Qualitative Study of Bias Instances and Potential Opportunities for Minimization

Arielle N'Diaye, Shan Qiao, Camryn Garrett, George Khushf, Jiajia Zhang, Xiaoming Li, Bankole Olatosi

J Med Internet Res 2025 (Aug 07); 27:e71388

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AI Scribes in Health Care: Balancing Transformative Potential With Responsible Integration

Tiffany I Leung, Andrew J Coristine, Arriel Benis

JMIR Med Inform 2025 (Aug 01); 13:e80898

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Developing and Evaluating a Bundled Digital Tool to Improve Complex Care and Self-Management of Patients With Inflammatory Bowel Disease: Protocol for a Hybrid Effectiveness-Implementation Study

Kaitlyn Delaney Chappell, Melissa Fox, Thomas Scott Armstrong, Lekan Ajibulu, Cynthia H Seow, Aldo Montano-Loza, Karen I Kroeker, Gilaad G Kaplan, Kerri Novak, Christopher Ma, Richard Ingram, Frank Hoentjen, Brendan Halloran, Farhad Peerani, Dina Kao, Karen Wong

JMIR Res Protoc 2025 (Aug 01); 14:e65659

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Consumer Data is Key to Artificial Intelligence Value: Welcome to the Health Care Future

James C

J Particip Med 2025 (Aug 01); 17:e68261

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Large Language Model Symptom Identification From Clinical Text: Multicenter Study

Andrew J McMurry, Dylan Phelan, Brian E Dixon, Alon Geva, Daniel Gottlieb, James R Jones, Michael Terry, David E Taylor, Hannah Callaway, Sneha Manoharan, Timothy Miller, Karen L Olson, Kenneth D Mandl

J Med Internet Res 2025 (Jul 31); 27:e72984

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Leveraging Interoperable Electronic Health Record (EHR) Data for Distributed Analyses in Clinical Research: Technical Implementation Report of the HELP Study

Julia Palm, Kutaiba Saleh, André Scherag, Danny Ammon

JMIR Med Inform 2025 (Jul 30); 13:e68171

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Racial Misclassification of American Indian and Alaska Native People in the Electronic Medical Record: An Unexpected Hurdle in a Retrospective Medical Record Cohort Study

Ann Marie Rusk, Alanna M Chamberlain, Jamie Felzer, Yvonne Bui, Christi A Patten, Christopher C Destephano, Matthew A Rank, Roberto P Benzo, Cassie C Kennedy

J Med Internet Res 2025 (Jul 30); 27:e73086

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Barriers to Patient Portal Adoption Among a Bilingual Patient Population by Analysis of Survey Findings from English- and Spanish-Speaking Patients: Information Needs Study

Jiahua Yang, Michael Mackert, Daniela De Luca, Sophia Annette Dove

JMIR Form Res 2025 (Jul 28); 9:e66717

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Concordance Between Survey and Electronic Health Record Data in the COVID-19 Citizen Science Study: Retrospective Cohort Analysis

Elizabeth Crull, Emily C O'Brien, Pavel Antiperovitch, Kirubel Asfaw, Alexis L Beatty, Djeneba Audrey Djibo, Alan F Kaul, John Kornak, Gregory M Marcus, Madelaine Faulkner Modrow, Jeffrey E Olgin, Jaime Orozco, Soo Park, Noah Peyser, Mark J Pletcher, Thomas W Carton

JMIR Form Res 2025 (Jul 28); 9:e58097

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Frequency of Electronic Personal Health Record Use in US Older Adults: Cross-Sectional Study of a National Survey

Lavlin Agrawal, Richelle Oakley DaSouza, Pavankumar Mulgund, Pankaj Chaudhary

JMIR Aging 2025 (Jul 28); 8:e71460

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Patient Portal Registrations at a Swiss Tertiary Referral Hospital Over the Course of the COVID-19 Pandemic: Retrospective Data Analysis

Anita D Linke, Amanda Franklin-Ryan, Angela Horn, Patrick E Beeler, Balthasar L Hug

J Med Internet Res 2025 (Jul 28); 27:e56961

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Autoencoder-Based Representation Learning for Similar Patients Retrieval From Electronic Health Records: Comparative Study

Deyi Li, Aditi Shukla, Sravani Chandaka, Bradley Taylor, Jie Xu, Mei Liu

JMIR Med Inform 2025 (Jul 24); 13:e68830

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Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation

Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P Deek, Zhe He, Vipina K Keloth, Hao Liu, Gai Elhanan, Andrew J Einstein

JMIR Med Inform 2025 (Jul 24); 13:e66476

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A Human-Centered Approach for a Student Mental Health and Well-Being Mobile App: Protocol for Development, Implementation, and Evaluation

Maryam Gholami, David Wing, Manas Satish Bedmutha, Job Godino, Anahi Ibarra, Byron Fergerson, Nicole May, Christopher A Longhurst, Nadir Weibel, Anne Duffy, Heidi Rataj, Karandeep Singh, Kevin Patrick

JMIR Res Protoc 2025 (Jul 18); 14:e68368

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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study

Taisuke Sato, Emily D Grussing, Ruchi Patel, Jessica Ridgway, Joji Suzuki, Benjamin Sweigart, Robert Miller, Alysse G Wurcel

JMIR AI 2025 (Jul 18); 4:e63147

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Delivering an Electronic Health Record Based Educational Intervention Promoting Peri-Operative Non-Pharmacological Pain Care as Part of a Randomized Controlled Trial: Mixed Method Evaluation of Inpatient Nurses’ Perspectives

Sarah A Minteer, Cindy Tofthagen, Kathy Sheffield, Susanne Cutshall, Susan Launder, Jane Hein, Mary McGough, Christy M Audeh, Jon C Tilburt, Andrea L Cheville

JMIR Nursing 2025 (Jul 17); 8:e70332

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Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Jacinto Mata, Victoria Pachón, Ana Manovel, Manuel J Maña, Manuel de la Villa

J Med Internet Res 2025 (Jul 17); 27:e76433

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Factors Influencing Health Workers’ Acceptance of Guideline-Based Clinical Decision Support Systems for Preventive Services in Thailand: Questionnaire-Based Study

Tullaya Sitasuwan, Prapat Suriyaphol, Saranath Lawpoolsri, Ngamphol Soonthornworasiri, Wirichada Pan-ngum

JMIR Hum Factors 2025 (Jul 16); 12:e57314

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Implementing Electronic Health Records in Philippine Primary Care Settings: Mixed-Methods Pilot Study

Anton Elepaño, Carol Stephanie Tan-Lim, Mark Anthony Javelosa, Regine Ynez De Mesa, Mia Rey, Josephine Sanchez, Leonila Dans, Antonio Miguel Dans

JMIR Med Inform 2025 (Jul 15); 13:e63036

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