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

Challenges for Data Quality in the Clinical Data Life Cycle: Systematic Review

Doyeon An, Minsik Lim, Suehyun Lee

J Med Internet Res 2025 (Apr 23); 27:e60709

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Large Language Models for Thematic Summarization in Qualitative Health Care Research: Comparative Analysis of Model and Human Performance

Arturo Castellanos, Haoqiang Jiang, Paulo Gomes, Debra Vander Meer, Alfred Castillo

JMIR AI 2025 (Apr 04); 4:e64447

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Conversion of Sensitive Data to the Observational Medical Outcomes Partnership Common Data Model: Protocol for the Development and Use of Carrot

Samuel Cox, Erum Masood, Vasiliki Panagi, Calum Macdonald, Gordon Milligan, Scott Horban, Roberto Santos, Chris Hall, Daniel Lea, Simon Tarr, Shahzad Mumtaz, Emeka Akashili, Andy Rae, Esmond Urwin, Christian Cole, Aziz Sheikh, Emily Jefferson, Philip Roy Quinlan

JMIR Res Protoc 2025 (Apr 02); 14:e60917

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Improving Systematic Review Updates With Natural Language Processing Through Abstract Component Classification and Selection: Algorithm Development and Validation

Tatsuki Hasegawa, Hayato Kizaki, Keisho Ikegami, Shungo Imai, Yuki Yanagisawa, Shuntaro Yada, Eiji Aramaki, Satoko Hori

JMIR Med Inform 2025 (Mar 27); 13:e65371

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Detection of Clinically Significant Drug-Drug Interactions in Fatal Torsades de Pointes: Disproportionality Analysis of the Food and Drug Administration Adverse Event Reporting System

Huanhuan Ji, Meiling Gong, Li Gong, Ni Zhang, Ruiou Zhou, Dongmei Deng, Ya Yang, Lin Song, Yuntao Jia

J Med Internet Res 2025 (Mar 25); 27:e65872

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Stakeholder Consensus on an Interdisciplinary Terminology to Enable the Development and Uptake of Medication Adherence Technologies Across Health Systems: Web-Based Real-Time Delphi Study

Alexandra Lelia Dima, Urska Nabergoj Makovec, Janette Ribaut, Frederik Haupenthal, Pilar Barnestein-Fonseca, Catherine Goetzinger, Sean Grant, Cristina Jácome, Dins Smits, Ivana Tadic, Job van Boven, Ioanna Tsiligianni, Maria Teresa Herdeiro, Fátima Roque, European Network to Advance Best Practices and Technology on Medication Adherence (ENABLE)

J Med Internet Res 2025 (Mar 25); 27:e59738

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Public Disclosure of Results From Artificial Intelligence/Machine Learning Research in Health Care: Comprehensive Analysis of ClinicalTrials.gov, PubMed, and Scopus Data (2010-2023)

Shoko Maru, Ryohei Kuwatsuru, Michael D Matthias, Ross J Simpson Jr

J Med Internet Res 2025 (Mar 21); 27:e60148

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Testing and Iterative Improvement of the CEN ISO/TS 82304-2 Health App Quality Assessment: Pilot Interrater Reliability Study

Anna-Lena Frey, Diana Matei, Ben Phillips, Adam McCabe, Rachel Fuller, Begoña Laibarra, Laura Alonso, Victor de la Hoz, Carme Pratdepadua Bufill, Berta Llebot Casajuana, Giuseppe D'Avenio, Pier Angelo Sottile, Laura Melania Rocchi, Matteo Errera, Yasmine Laaissaoui, Michael Cardinal, Menno Kok, Petra Hoogendoorn

JMIR Form Res 2025 (Mar 10); 9:e64565

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The State of the Art of eHealth Self-Management Interventions for People With Chronic Obstructive Pulmonary Disease: Scoping Review

Eline te Braake, Roswita Vaseur, Christiane Grünloh, Monique Tabak

J Med Internet Res 2025 (Mar 10); 27:e57649

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Legitimacy as Social Infrastructure: A Critical Interpretive Synthesis of the Literature on Legitimacy in Health and Technology

Sydney Howe, Carin Uyl-de Groot, Rik Wehrens

JMIR Hum Factors 2025 (Mar 05); 12:e48955

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Reporting Quality of AI Intervention in Randomized Controlled Trials in Primary Care: Systematic Review and Meta-Epidemiological Study

Jinjia Zhong, Ting Zhu, Yafang Huang

J Med Internet Res 2025 (Feb 25); 27:e56774

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Exploring Metadata Catalogs in Health Care Data Ecosystems: Taxonomy Development Study

Simon Scheider, Mostafa Kamal Mallick

JMIR Form Res 2025 (Feb 18); 9:e63396

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A 4-Site Public Deliberation Project on the Acceptability of Youth Self-Consent in Biomedical HIV Prevention Trials: Assessment of Facilitator Fidelity to Key Principles

Claire Burke Draucker, Andrés Carrión, Mary A Ott, Ariel I Hicks, Amelia Knopf

JMIR Form Res 2025 (Feb 13); 9:e58451

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Harnessing Internet Search Data as a Potential Tool for Medical Diagnosis: Literature Review

Gregory J Downing, Lucas M Tramontozzi, Jackson Garcia, Emma Villanueva

JMIR Ment Health 2025 (Feb 11); 12:e63149

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An Ontology for Digital Medicine Outcomes: Development of the Digital Medicine Outcomes Value Set (DOVeS)

Benjamin Rosner, Matthew Horridge, Guillen Austria, Tiffany Lee, Andrew Auerbach

JMIR Med Inform 2025 (Feb 06); 13:e67589

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Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study

Doris Yang, Doudou Zhou, Steven Cai, Ziming Gan, Michael Pencina, Paul Avillach, Tianxi Cai, Chuan Hong

JMIR Med Inform 2025 (Jan 22); 13:e54133

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Completeness of Telehealth Interventions Reporting in Randomized Controlled Trials for Caregivers of People With Dementia: Systematic Review

Ling Zhu, Yurong Xing, Wenhui Xu, Hongfei Jia, Xiaoxiao Wang, Shiqing Liu, Yaping Ding

J Med Internet Res 2025 (Jan 20); 27:e53737

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Participant Contributions to Person-Generated Health Data Research Using Mobile Devices: Scoping Review

Shanshan Song, Micaela Ashton, Rebecca Hahn Yoo, Zoljargal Lkhagvajav, Robert Wright, Debra J H Mathews, Casey Overby Taylor

J Med Internet Res 2025 (Jan 20); 27:e51955

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A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study

Shahzad Mumtaz, Megan McMinn, Christian Cole, Chuang Gao, Christopher Hall, Magalie Guignard-Duff, Huayi Huang, David A McAllister, Daniel R Morales, Emily Jefferson, Bruce Guthrie

J Med Internet Res 2025 (Jan 16); 27:e52385

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Evaluation and Comparison of the Academic Quality of Open-Access Mega Journals and Authoritative Journals: Disruptive Innovation Evaluation

Yuyan Jiang, Xue-li Liu, Liyun Wang

J Med Internet Res 2025 (Jan 15); 27:e59598

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