Digital Health Meta-Research and Bibliographic Studies

Articles published in this theme: 72 (scroll down to load remaining articles)

2026

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Mapping the Global Surge in Postoperative Sleep Research From 2014 to 2024: Bibliometric Analysis

Xin Wei, Lijuan Fu, Wencai Jiang, Xianjie Zhang, Rui Zhou

Interact J Med Res 2026 (Mar 26); 15:e86086

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Digital Public Reporting Systems for Evaluating Health Care Quality: Systematic Review

Lanmei Du, Reima Suomi, Elorm Damalie

JMIR Med Inform 2026 (Mar 18); 14:e80435

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Investigating Placebos and Controls Used in Large Language Model–Based Chatbot Intervention Trials: Protocol for a Methodological Review

Leo Druart, Vanda Faria, Marco Annoni, John Torous, Moa Pontén, Charlotte Blease

JMIR Res Protoc 2026 (Mar 17); 15:e90507

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Updating the Good Reporting of a Mixed Methods Study (GRAMMS) Reporting Guidelines: Protocol for a Methodological Review and Modified Delphi Process

Sarah Munce, Sergi Fàbregues, Quan Nha Hong, Alicia O’Cathain, Timothy Guetterman, John Creswell, Cheryl Poth, Katie Dainty, Andrea C Tricco, Mandy M Archibald, Clementine Jarrett, Jennifer Boyle, Dorothy Luong, Frank Kiwanuka, Ahtisham Younas

JMIR Res Protoc 2026 (Mar 17); 15:e82364

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Machine Learning for Predicting Venous Thromboembolism After Joint Arthroplasty: Systematic Review of Clinical Applicability and Model Performance

Junwei Ma, Huifeng Tang, Yunshan Zhang, Xuemei Yi, Tangsheng Zhong, Xinyun Li, Gang Wang

JMIR Med Inform 2026 (Feb 12); 14:e79886

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Using Large Language Models to Summarize Evidence in Biomedical Articles: Exploratory Comparison Between AI- and Human-Annotated Bibliographies

Michelle Colder Carras, Riaz Qureshi, Kevin Naaman, Faisal Aldayel, Mayank Date, Dahlia AlJuboori, Johannes Thrul

JMIR Form Res 2026 (Feb 12); 10:e69707

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Clinical Evidence Linkage From the American Society of Clinical Oncology 2024 Conference Poster Images Using Generative AI: Exploratory Observational Study

Carlos Areia, Michael Taylor

JMIR AI 2026 (Feb 05); 5:e78148

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The Phases of Living Evidence Synthesis Using AI: Living Evidence Synthesis (Version 1)

Xuping Song, Zhenjie Lian, Rui Wang, Ruixin Li, Zhenzhen Yang, Xufei Luo, Lei Feng, Zhiming Ma, Zhen Pu, Qi Wang, Long Ge, Caihong Li, Yaolong Chen, Kehu Yang, John Lavis

J Med Internet Res 2026 (Jan 27); 28:e76130

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Quantifying Innovation in Stroke: Large Language Model Bibliometric Analysis

Adam Marcus, Georgina Lockwood-Taylor, Daniel Rueckert, Paul Bentley

J Med Internet Res 2026 (Jan 20); 28:e70754

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Using Latent Dirichlet Allocation Topic Modeling to Uncover Latent Research Topics and Trends in Renal Cell Carcinoma: Bibliometric Review

Javier De La Hoz-M, Karime Montes-Escobar, Carlos Alfredo Salas-Macias, Martha Fors, Santiago J Ballaz

JMIR Cancer 2026 (Jan 16); 12:e78797

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The Role of AI in Improving Digital Wellness Among Older Adults: Comparative Bibliometric Analysis

Naveh Eskinazi, Moti Zwilling, Adilson Marques, Riki Tesler

JMIR AI 2026 (Jan 14); 5:e71248

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Trends in the Implementation of the Cyberchondria Severity Scale: Bibliometric Analysis

Adam C Powell, Cayetana Calderon-Smith

JMIR Ment Health 2026 (Jan 05); 13:e75003

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2025

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Antidepressant and Antipsychotic Drug Use and Cancer Risk: Protocol for an Overview of Systematic Reviews and Meta-Analyses

Joan Vicent Sánchez-Ortí, Jaume Forés-Martos, Vui Doan, Pablo Vicente-Martínez, Diego Macías Saint-Gerons, María Flores-Rodero, Jon Sánchez-Valle, Patricia Correa-Ghisays, Vicent Balanzá-Martínez, Pau Soldevila-Matías, Joan Vila-Francés, Emilio Soria-Olivas, Alfonso Valencia, Rafael Tabarés-Seisdedos

JMIR Res Protoc 2025 (Dec 23); 14:e78596

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Transparent Reporting of AI in Systematic Literature Reviews: Development of the PRISMA-trAIce Checklist

Dirk Holst, Keno Moenck, Julian Koch, Ole Schmedemann, Thorsten Schüppstuhl

JMIR AI 2025 (Dec 10); 4:e80247

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Identifying Biomedical Entities for Datasets in Scientific Articles: 4-Step Cache-Augmented Generation Approach Using GPT-4o and PubTator 3.0

Claudia Giuliani, Gita Benadi, Felix Engel, Jonas Werner, Manuel Watter, Guido Schwarzer, Olaf Groß, Robert Zeiser, Harald Binder, Klaus Kaier

JMIR Form Res 2025 (Nov 20); 9:e73822

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User Experience in mHealth Research: Bibliometric Analysis of Trends and Developments (2007–2023)

Bashaer Alkhwaiter, Monira Aloud, Nora Almezeini

JMIR Mhealth Uhealth 2025 (Nov 10); 13:e75909

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Representation of Medical Concepts in Emojis Using Medical Subject Headings to Identify Gaps and Opportunities: Cross-Sectional Analysis

Shuhan He, Boyu Peng, Suhanee Mitragotri, Ahmad Hassan, Abdel Badih el Ariss, Margarita Monge, Norawit Kijpaisalratana

JMIR Form Res 2025 (Oct 14); 9:e70130

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Social Media–Based Cancer Education: Bibliometric and Thematic Analysis

Yang Xie, Zhenning Guo, Xiangning Zeng, Denghui Zhai, Gaoqiang Zhai, Yinzhou Feng, Huang Huang

JMIR Cancer 2025 (Oct 06); 11:e77214

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Using Large Language Models to Assess the Consistency of Randomized Controlled Trials on AI Interventions With CONSORT-AI: Cross-Sectional Survey

Xufei Luo, Zeming Li, Zhenhua Yang, Bingyi Wang, Yanfang Ma, Fengxian Chen, Qi Wang, Long Ge, James Zou, Lu Zhang, Yaolong Chen, Zhaoxiang Bian

J Med Internet Res 2025 (Sep 26); 27:e72412

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Identification and Categorization of the Top 100 Articles and the Future of Large Language Models: Thematic Analysis Using Bibliometric Analysis

Ethan Bernstein, Anya Ramsamooj, Kelsey L Millar, Zachary C Lum

JMIR AI 2025 (Aug 27); 4:e68603

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