Digital Health Reporting Standards, Quality and Transparency in e-Research

Evaluation of Large Language Models for Peer Review in Transplantation Research: Algorithm Validation Study

Selena Ming Shen, Zifu Wang, Krittika Paul, Meng-Hao Li, Xiao Huang, Naoru Koizumi

JMIR AI 2026 (Feb 11); 5:e84322

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A Comprehensive Approach to Days’ Supply Estimation in a Real-World Prescription Database: Algorithm Development and Validation Study

Maria Malk, Kerli Mooses, Marek Oja, Johannes Holm, Hanna Keidong, Nikita Umov, Sirli Tamm, Sulev Reisberg, Jaak Vilo, Raivo Kolde

Online J Public Health Inform 2026 (Feb 11); 18:e83465

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Data-Driven Guideline Adherence in Data Representation and Compliance Measurement: Scoping Review

Minh Trang Hoang, Candice Donnelly, Christina Igasto, Amith Shetty, Malcolm Pradhan, Tim Shaw

J Med Internet Res 2026 (Feb 09); 28:e79937

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Associations Between Hospital Structural Characteristics and Adoption of Public Health Data Integration and Automation: National Cross-Sectional proofsStudy

Hanadi Hamadi, Alaysia Alford, Chloe Smith Lopez, Durron Baker, James Ian Samaniego, Jessica Yu Jin

Online J Public Health Inform 2026 (Feb 06); 18:e86263

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Development of an Ethico-Legal Framework for Quality Improvement and Performance Management in Health Care: Protocol for a Qualitative Study

Kavisha Shah, Anna Janssen, Cameron Stewart, Tim Shaw, Ian Kerridge

JMIR Res Protoc 2026 (Jan 30); 15:e82167

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Developing a Best Practice Guideline for Clinical Practice in a Digital Health Environment: Systematic Reviews Based on the Grading of Recommendations, Assessment, Development, and Evaluation Approach

Lauren Bailey, Lyndsay Howitt, Nafsin Nizum, Christine Buchanan, Maureen Charlebois, Jennifer Yoon, RNAO Expert Panel

JMIR Nursing 2026 (Jan 23); 9:e74942

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Large Language Models for Supporting Clear Writing and Detecting Spin in Randomized Controlled Trials in Oncology: Comparative Analysis of GPT Models and Prompts

Carole Koechli, Fabio Dennstädt, Christina Schröder, Daniel M Aebersold, Robert Förster, Daniel R Zwahlen, Paul Windisch

JMIR Cancer 2026 (Jan 21); 12:e78221

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Quality in Use in Connected Mental Health: Protocol for a Systematic Mapping Study

Shweta Premanandan, Sofia Ouhbi, Magdalena Ramstedt Stadin, Charlotte Blease, Åsa Cajander, Maria Hägglund

JMIR Res Protoc 2026 (Jan 20); 15:e79611

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Developing a Quality Evaluation Index System for Health Conversational Artificial Intelligence: Mixed Methods Study

Weizhen Liao, Meng Li, Chengyu Ma, Youli Han, Dan Wang, Haopeng Liu, Yi Wang, Zijie Feng, Huichao Wang, Yiru Guan

J Med Internet Res 2026 (Jan 19); 28:e83188

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How to Evaluate the Accuracy of Symptom Checkers and Diagnostic Decision Support Systems: Symptom Checker Accuracy Reporting Framework (SCARF)

Marvin Kopka, Markus A Feufel

JMIR Hum Factors 2026 (Jan 16); 13:e76168

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