Reviews in AI

Articles published in this theme: 37 (scroll down to load remaining articles)

2026

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In Silico Evaluation of Algorithm-Based Clinical Decision Support Systems Based on Care Pathway Simulation Models: Scoping Review

Michael Dorosan, Ya-Lin Chen, Yan He, Qingyuan Zhuang, Sean Shao Wei Lam

JMIR AI 2026 (Mar 24); 5:e72472

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Large Language Model–Based Chatbots and Agentic AI for Mental Health Counseling: Systematic Review of Methodologies, Evaluation Frameworks, and Ethical Safeguards

Ha Na Cho, Jiayuan Wang, Di Hu, Kai Zheng

JMIR AI 2026 (Mar 13); 5:e80348

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Large Language Model–Based Agents for Physical Activity and Cognitive Training: Scoping Review

Alessandro Silacci, Benedetta Giachetti, Leonardo Angelini, Nicola Francesco Lopomo, Giuseppe Andreoni, Elena Mugellini, Mauro Cherubini, Maurizio Caon

JMIR AI 2026 (Mar 12); 5:e80123

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ChatGPT as an AI-Enabled Educational Resource in Nursing Practice: Scoping Review of Uses, Outcomes, and Implementation Challenges

Selviana Anwar, Saldy Yusuf, Maria Kurnyata Rante Kada, Farawansah Mustafa

JMIR AI 2026 (Mar 09); 5:e79551

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AI-Enabled Personalization of Semaglutide Therapy in Type 2 Diabetes: Systematic Review With an Integration Framework

Ghinwa Barakat, Samer El Hajj Hassan, Hanane Akhdar, Nghia Duong-Trung, Wiam Ramadan

JMIR AI 2026 (Mar 09); 5:e86960

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Important Ethical, Technical, and Epidemiological Considerations in an AI Tool Production (ETEPAI): Scoping Review

Boon How Chew, Kee Yuan Ngiam

JMIR AI 2026 (Mar 05); 5:e80340

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Application of AI Models for Preventing Surgical Complications: Scoping Review of Clinical Readiness and Barriers to Implementation

Kjersti Mevik, Ashenafi Zebene Woldaregay, Eva Lindell Jonsson, Miguel Tejedor, Claire Temple-Oberle

JMIR AI 2026 (Feb 17); 5:e75064

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Large Language Models for Health Care Text Classification: Systematic Review

Hajar Sakai, Sarah S Lam

JMIR AI 2026 (Feb 11); 5:e79202

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Exploring Clinician Perspectives on Artificial Intelligence in Primary Care: Qualitative Systematic Review and Meta-Synthesis

Robin Bogdanffy, Alisa Mundzic, Peter Nymberg, David Sundemo, Anna Moberg, Carl Wikberg, Ronny Kent Gunnarsson, Jonathan Widén, Pär-Daniel Sundvall, Artin Entezarjou

JMIR AI 2026 (Feb 05); 5:e72210

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Explainable AI Approaches in Federated Learning: Systematic Review

Titus Tunduny, Bernard Shibwabo

JMIR AI 2026 (Feb 03); 5:e69985

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Artificial Intelligence in Diabetic Kidney Disease Research: Bibliometric Analysis From 2006 to 2024

Xingyuan Li, Liming Xiao, Fenghao Yang, Fang Liu

JMIR Diabetes 2026 (Jan 09); 11:e72616

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2025

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Critical Appraisal Tools for Evaluating Artificial Intelligence in Clinical Studies: Scoping Review

Juan B Cabello, Vicente Ruiz Garcia, Miguel Torralba, Miguel Maldonado Fernandez, Marimar Ubeda, Eukene Ansuategui, Luis Ramos-Ruperto, Jose I Emparanza, Iratxe Urreta, Maria Teresa Iglesias, Jose I Pijoan, Amanda Burls

J Med Internet Res 2025 (Dec 08); 27:e77110

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Predicting Spinal Cord Injury Prognosis Using Machine Learning: Systematic Review and Meta-Analysis

Linxing Zhong, Qiying Huang, Hao Zhang, Liang Xue, Yehuang Chen, Jianwu Wu, Liangfeng Wei

JMIR AI 2025 (Dec 05); 4:e66233

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Application of Deep Learning-Based Multimodal Data Fusion for the Diagnosis of Skin Neglected Tropical Diseases: Systematic Review

G Yohannes Minyilu, Mohammed Abebe Yimer, Million Meshesha

JMIR AI 2025 (Dec 04); 4:e67584

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Exploring Primary Care Patients’ Perspectives on Artificial Intelligence: Systematic Literature Review and Qualitative Meta-Synthesis

Alisa Mundzic, Robin Bogdanffy, David Sundemo, Pär-Daniel Sundvall, Jonathan Widén, Peter Nymberg, Carl Wikberg, Anna Moberg, Ronny Gunnarsson, Artin Entezarjou

JMIR AI 2025 (Nov 19); 4:e72211

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AI in Health Care Service Quality: Systematic Review

Eman Alghareeb, Najla Aljehani

JMIR AI 2025 (Nov 05); 4:e69209

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Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review

Naga Sasidhar Kanaparthy, Yenny Villuendas-Rey, Tolulope Bakare, Zihan Diao, Mark Iscoe, Andrew Loza, Donald Wright, Conrad Safranek, Isaac V Faustino, Alexandria Brackett, Edward R Melnick, R Andrew Taylor

JMIR AI 2025 (Oct 10); 4:e76743

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Large Language Models in Lung Cancer: Systematic Review

Ruikang Zhong, Siyi Chen, Zexing Li, Tangke Gao, Yisha Su, Wenzheng Zhang, Dianna Liu, Lei Gao, Kaiwen Hu

J Med Internet Res 2025 (Sep 30); 27:e74177

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Diagnostic and Screening AI Tools in Brazil’s Resource-Limited Settings: Systematic Review

Leticia Medeiros Mancini, Luiz Eduardo Vanderlei Torres, Jorge Artur P de M Coelho, Nichollas Botelho da Fonseca, Pedro Fellipe Dantas Cordeiro, Samara Silva Noronha Cavalcante, Diego Dermeval

JMIR AI 2025 (Sep 10); 4:e69547

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How AI-Based Digital Rehabilitation Improves End-User Adherence: Rapid Review

Mahsa MohammadNamdar, Michael Lowery Wilson, Kari-Pekka Murtonen, Eeva Aartolahti, Michael Oduor, Katariina Korniloff

JMIR Rehabil Assist Technol 2025 (Aug 14); 12:e69763

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