Digital Health Meta-Research and Bibliographic Studies

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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Pharmacoepidemiologic Research Based on Common Data Models: Systematic Review and Bibliometric Analysis

Yongqi Zheng, Meng Zhang, Conghui Wang, Ling Gao, Junqing Xie, Peng Shen, Yexiang Sun, Mengling Feng, Seng Chan You, Feng Sun

JMIR Med Inform 2025 (Jul 28); 13:e72225

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Number of Publications on New Clinical Prediction Models: A Bibliometric Review

Banafsheh Arshi, Laure Wynants, Eline Rijnhart, Kelly Reeve, Laura Elizabeth Cowley, Luc J Smits

JMIR Med Inform 2025 (Jul 04); 13:e62710

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Large Language Model–Assisted Risk-of-Bias Assessment in Randomized Controlled Trials Using the Revised Risk-of-Bias Tool: Evaluation Study

Jiajie Huang, Honghao Lai, Weilong Zhao, Danni Xia, Chunyang Bai, Mingyao Sun, Jianing Liu, Jiayi Liu, Bei Pan, Jinhui Tian, Long Ge

J Med Internet Res 2025 (Jun 24); 27:e70450

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Research Hotspots and Trends of Virtual Reality Intervention for Stroke: Bibliometric Analysis

Yixin Wei, Yuan Chen, Runting Ma, Yitong Qiu, Wei Su, Li Zhang, Qiang Gao

JMIR Serious Games 2025 (Apr 16); 13:e65993

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Effectiveness of The Umbrella Collaboration Versus Traditional Umbrella Reviews for Evidence Synthesis in Health Care: Protocol for a Validation Study

Beltran Carrillo, Marta Rubinos-Cuadrado, Jazmin Parellada-Martin, Alejandra Palacios-López, Beltran Carrillo-Rubinos, Fernando Canillas-Del Rey, Juan Jose Baztán-Cortes, Javier Gómez-Pavon

JMIR Res Protoc 2025 (Apr 14); 14:e67248

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The AI Reviewer: Evaluating AI’s Role in Citation Screening for Streamlined Systematic Reviews

Jamie Ghossein, Brett N Hryciw, Tim Ramsay, Kwadwo Kyeremanteng

JMIR Form Res 2025 (Mar 28); 9:e58366

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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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On the Necessity of Multidisciplinarity in the Development of at-Home Health Monitoring Platforms for Older Adults: Systematic Review

Chris Lochhead, Robert B Fisher

JMIR Hum Factors 2025 (Feb 27); 12:e59458

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Use of Digital Health Technologies for Dementia Care: Bibliometric Analysis and Report

Hebatullah Abdulazeem, Israel Júnior Borges do Nascimento, Ishanka Weerasekara, Amin Sharifan, Victor Grandi Bianco, Ciara Cunningham, Indunil Kularathne, Genevieve Deeken, Jerome de Barros, Brijesh Sathian, Lasse Østengaard, Frederique Lamontagne-Godwin, Joost van Hoof, Ledia Lazeri, Cassie Redlich, Hannah R Marston, Ryan Alistair Dos Santos, Natasha Azzopardi-Muscat, Yongjie Yon, David Novillo-Ortiz

JMIR Ment Health 2025 (Feb 10); 12:e64445

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Data-Sharing Statements Requested from Clinical Trials by Public, Environmental, and Occupational Health Journals: Cross-Sectional Study

Yingxin Liu, Jingyi Zhang, Lehana Thabane, Xuerui Bai, Lili Kang, Gregory Y H Lip, Harriette G C Van Spall, Min Xia, Guowei Li

J Med Internet Res 2025 (Feb 07); 27:e64069

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Publication Counts in Context: Normalization Using Query and Reference Terms in PubMed

Julian Varghese, Lucas Bickmann, Timo Strünker, Nina Neuhaus, Frank Tüttelmann, Sarah Sandmann

J Med Internet Res 2025 (Feb 03); 27:e60616

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Smart Contracts and Shared Platforms in Sustainable Health Care: Systematic Review

Carlos Antonio Marino, Claudia Diaz Paz

JMIR Med Inform 2025 (Jan 31); 13:e58575

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Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024)

Pascal Petit, Nicolas Vuillerme

JMIR Public Health Surveill 2025 (Jan 09); 11:e62939

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Building a Foundation for High-Quality Health Data: Multihospital Case Study in Belgium

Jens Declerck, Bert Vandenberk, Mieke Deschepper, Kirsten Colpaert, Lieselot Cool, Jens Goemaere, Mona Bové, Frank Staelens, Koen De Meester, Eva Verbeke, Elke Smits, Cami De Decker, Nicky Van Der Vekens, Elin Pauwels, Robert Vander Stichele, Dipak Kalra, Pascal Coorevits

JMIR Med Inform 2024 (Dec 20); 12:e60244

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Web-Based Platform for Systematic Reviews and Meta-Analyses of Traditional Chinese Medicine: Platform Development Study

Weiqiang Zhou, Dongliang Liu, Zhaoxu Yi, Yang Lei, Zhenming Zhang, Yu Deng, Ying Tan

JMIR Form Res 2024 (Nov 22); 8:e49328

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Decoding the Digital Pulse: Bibliometric Analysis of 25 Years in Digital Health Research Through the Journal of Medical Internet Research

Robert Kaczmarczyk, Theresa Isabelle Wilhelm, Jonas Roos, Ron Martin

J Med Internet Res 2024 (Nov 15); 26:e60057

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