Electronic Health Records

Challenges and Recommendations for Electronic Health Records Data Extraction and Preparation for Dynamic Prediction Modeling in Hospitalized Patients: Practical Guide and Tutorial

Elena Albu, Shan Gao, Pieter Stijnen, Frank E Rademakers, Bas CT van Bussel, Taya Collyer, Tina Hernandez-Boussard, Laure Wynants, Ben Van Calster

J Med Internet Res 2025 (Oct 17); 27:e73987

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Clinical Information Extraction From Notes of Veterans With Lymphoid Malignancies: Natural Language Processing Study

Lu He, Matthew R Moldenhauer, Kai Zheng, Helen Ma

JMIR Med Inform 2025 (Oct 16); 13:e63908

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Aggregating Patient Safety and Status Information in the Electronic Health Record to Support Time-Sensitive Mobility Interventions in the Intensive Care Unit: Protocol for the Design and Testing of a Clinical Decision Support Tool

Anna Krupp, Heather Dunn, Lindsey Knake, Patrick Ten Eyck, Laura Frey-Law, Karen Dunn Lopez

JMIR Res Protoc 2025 (Oct 16); 14:e75752

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Sociotechnical Cybersecurity Framework for Securing Health Care From Vulnerabilities and Cyberattacks: Scoping Review

Pius Ewoh, Tero Vartiainen, Timo Mantere

J Med Internet Res 2025 (Oct 15); 27:e75584

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Nursing Minimum Datasets in Long-Term Care Settings: Scoping Review

Sarah Milkov, Lara Linders, Alina Napetschnig, Wolfgang Deiters, Erika Sirsch, Daniela Holle

J Med Internet Res 2025 (Oct 14); 27:e68670

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Deep Learning Models to Screen Electronic Health Records for Breast and Colorectal Cancer Progression: Performance Evaluation Study

Pascal Lambert, Rayyan Khan, Marshall Pitz, Harminder Singh, Helen Chen, Kathleen Decker

JMIR AI 2025 (Oct 13); 4:e63767

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Automated Chronic Obstructive Pulmonary Disease Phenotyping and Control Assessment in Primary Care: Retrospective Multicenter Study Using the Seleida Model

José David Maya Viejo, Fernando M Navarro Ros

JMIR Med Inform 2025 (Oct 13); 13:e74932

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Optimizing Loop Diuretic Treatment for Mortality Reduction in Patients With Acute Dyspnea Using a Practical Offline Reinforcement Learning Pipeline for Health Care: Retrospective Single-Center Simulation Study

Jung Min Lee, Shengpu Tang, Michael Sjoding, Jenna Wiens

JMIR Med Inform 2025 (Oct 10); 13:e69145

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National Electronic Health Record Coverage in Pacific Island Countries and Territories: Environmental Scan

E Emily Porrello, Amy Peden, Michael Nunan, Rohina Joshi

J Med Internet Res 2025 (Oct 03); 27:e71212

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From Context to Care: Rethinking Stigma Detection in Clinical Language Models

Shefali Haldar, Oliver Bear Don't Walk IV, Sadia Akter

JMIR Med Inform 2025 (Oct 02); 13:e82484

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Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study

Soheil Hashtarkhani, Rezaur Rashid, Christopher L Brett, Lokesh Chinthala, Fekede Asefa Kumsa, Janet A Zink, Robert L Davis, David L Schwartz, Arash Shaban-Nejad

JMIR Cancer 2025 (Oct 02); 11:e72005

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Critical Success Factors Influencing the Acceptance of a Casemix-Based Hospital Information System: Cross-Sectional Study

Noor Khairiyah Mustafa, Roszita Ibrahim, Syed Mohamed Aljunid, Azimatun Noor Aizuddin, Zainudin Awang

J Med Internet Res 2025 (Sep 29); 27:e74226

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Authors’ Reply: Enhancing Patient Support in Digital Inflammatory Bowel Disease Tools: The Need for Medication Guidance and Decision Support

Kaitlyn Chappell, Karen Wong

JMIR Res Protoc 2025 (Sep 26); 14:e83160

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Enhancing Patient Support in Digital Inflammatory Bowel Disease Tools: The Need for Medication Guidance and Decision Support

Ali Sidat, Sian Uppal

JMIR Res Protoc 2025 (Sep 26); 14:e82238

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Toward a Clinically Actionable, Electronic Health Record–Based Machine Learning Model to Forecast 90-Day Change in Hemoglobin A1c in Youth With Type 1 Diabetes: Feasibility and Model Development Study

Erin M Tallon, David D Williams, Cintya Schweisberger, Colin Mullaney, Brent Lockee, Diana Ferro, Craig A Vandervelden, Mitchell S Barnes, Angelica Cristello Sarteau, Anna R Kahkoska, Susana R Patton, Sanjeev Mehta, Ryan McDonough, Marcus Lind, Leonard D'Avolio, Mark A Clements

JMIR Diabetes 2025 (Sep 25); 10:e69142

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Building a Standardized Cancer Synoptic Report With Semantic and Syntactic Interoperability: Development Study Using SNOMED CT and Fast Healthcare Interoperability Resources (FHIR)

Jieun Hwang, Alexander K Goel, Brian A Rous, George Birdsong, Paul A Seegers, Stefan Dubois, Thomas Rüdiger, Walter S Campbell

JMIR Med Inform 2025 (Sep 25); 13:e76870

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Identifying and Reducing Stigmatizing Language in Home Health Care With a Natural Language Processing–Based System (ENGAGE): Protocol for a Mixed Methods Study

Zhihong Zhang, Pallavi Gupta, Stephanie Potts-Thompson, Laura Prescott, Morgan Morrison, Scott Sittig, Margaret V McDonald, Chase Raymond, Jacquelyn Y Taylor, Maxim Topaz

JMIR Res Protoc 2025 (Sep 25); 14:e69753

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Disease Activity Assessment Frequency in Rheumatoid Arthritis: A Retrospective Observational Study of the Medical Support System for Rheumatoid Arthritis System Implementation

Mari Yamamoto, Yuki Kataoka, Yasushi Tsujimoto, Fumika Nagase, Keita Iwasaki, Yuuki Ito, Hiroki Ikai, Tsuyoshi Watanabe, Waka Yokoyama-Kokuryo, Naoho Takizawa, Yoshiro Fujita

JMIR Form Res 2025 (Sep 23); 9:e74222

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Developing a Tool for Identifying Clinical Risk From Free-Text Clinical Records: Natural Language Processing Study

Natasha Biscoe, Daniel Leightley, Dominic Murphy

JMIR AI 2025 (Sep 22); 4:e64898

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Large Language Model–Supported Identification of Intellectual Disabilities in Clinical Free-Text Summaries: Mixed Methods Study

Aleksandra Edwards, Antonio F Pardiñas, George Kirov, Elliott Rees, Jose Camacho-Collados

JMIR AI 2025 (Sep 18); 4:e72256

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