AI for Writing and Research Communication

Articles published in this theme: 29 (scroll down to load remaining articles)

2026

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Artificial Intelligence for Evidence Synthesis of Emerging Biologics to Improve Skeletal Health in Osteogenesis Imperfecta: Systematic Review and Meta-Analysis

Chengfei Li, Zonglin Dai, Wing Chung Tang, Zesen Gao, Vivien Kin Yi Chan, Mariana Ramirez-Posada, Jiyeong Kim, Eleni Linos, CL Cheung, Ian Chi Kei Wong, Dong Dong, Michael To, Dawn Craig, Xue Li

J Med Internet Res 2026 (Jul 10); 28:e85840

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Value and Credibility of Meta-Analysis: Tutorial on Enhancing Methodological Rigor and AI-Powered Efficiency

Stefano Brini, Tiffany I Leung

J Med Internet Res 2026 (Jul 02); 28:e92132

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Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study

Diana Buitrago-Garcia, Delphine S Courvoisier, Sami Capderou, Michele Iudici, Denis Mongin

JMIR Med Inform 2026 (Jun 18); 14:e77943

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Artificial Intelligence Tools for Automating Evidence Synthesis: Scoping Review

Sashika Harasgama, Helen Pearce, Cameron Appel, Liam Loftus, Helena Painter, Isla Kuhn, Justine Karpusheff, Aji Ceesay, John Ford

J Med Internet Res 2026 (Mar 30); 28:e81597

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Evaluation of a Retrieval-Augmented Generation Chatbot for Antimicrobial Resistance Research: Comparative Analysis of Large Language Models

Oscar Escudero-Arnanz, Manuel Eduardo Valero-Méndez, Noelia Sánchez-Ramos, Cristina Soguero-Ruíz

JMIR AI 2026 (Mar 24); 5:e83206

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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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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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2025

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Automated Literature Screening for Hepatocellular Carcinoma Treatment Through Integration of 3 Large Language Models: Methodological Study

Chen Pan, Wei Lu, Bingliang Chen, Gang Zhang, Zhiming Yang, Jingcheng Hao

JMIR Med Inform 2025 (Sep 08); 13:e76252

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Generative Artificial Intelligence Tools in Medical Research (GAMER): Protocol for a Scoping Review and Development of Reporting Guidelines

Xufei Luo, Yih Chung Tham, Mohammad Daher, Zhaoxiang Bian, Yaolong Chen, Janne Estill, GAMER Working Group

JMIR Res Protoc 2025 (Aug 14); 14:e64640

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Leveraging AI to Optimize Maintenance of Health Evidence and Offer a One-Stop Shop for Quality-Appraised Evidence Syntheses on the Effectiveness of Public Health Interventions: Quality Improvement Project

Kristin Rogers, Alanna Miller, Ashley Girgis, Emily C Clark, Sarah E Neil-Sztramko, Maureen Dobbins

J Med Internet Res 2025 (Jul 29); 27:e69700

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Exploring the Dilemma of AI Use in Medical Research and Knowledge Synthesis: A Perspective on Deep Research Tools

Ariel Yuhan Ong, David A Merle, Siegfried K Wagner, Pearse A Keane

J Med Internet Res 2025 (Jul 15); 27:e75666

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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, Bei Pan, Jianing Liu, Jiayi Liu, Jinhui Tian, Long Ge

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

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AI-Assisted Hypothesis Generation to Address Challenges in Cardiotoxicity Research: Simulation Study Using ChatGPT With GPT-4o

Yilan Li, Tianshu Gu, Chengyuan Yang, Minghui Li, Congyi Wang, Lan Yao, Weikuan Gu, DianJun Sun

J Med Internet Res 2025 (May 15); 27:e66161

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Evaluating ChatGPT in Qualitative Thematic Analysis With Human Researchers in the Japanese Clinical Context and Its Cultural Interpretation Challenges: Comparative Qualitative Study

Kota Sakaguchi, Reiko Sakama, Takashi Watari

J Med Internet Res 2025 (Apr 24); 27:e71521

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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, Javier Gómez-Pavon, Juan Jose Baztán-Cortes

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

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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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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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ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research

Michael R Ruta, Tony Gaidici, Chase Irwin, Jonathan Lifshitz

J Med Internet Res 2025 (Feb 07); 27:e63550

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2024

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Potential Roles of Large Language Models in the Production of Systematic Reviews and Meta-Analyses

Xufei Luo, Fengxian Chen, Di Zhu, Ling Wang, Zijun Wang, Hui Liu, Meng Lyu, Ye Wang, Qi Wang, Yaolong Chen

J Med Internet Res 2024 (Jun 25); 26:e56780

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