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AI and Machine Learning Reviews

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Years in this theme: All years 2026 2025 2024 2022

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Articles published in 2026 in this theme: 7 (scroll down to load remaining articles)

2026

Doctor in blue scrubs typing on computer keyboard in modern clinic

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AI Model Reporting Standards in Health Care: Systematic Review and Consolidation

Ekaterina Akhmad, Daniël Slob, Aiara Lobo Gomes, Simone Mingels, Andre Dekker, Johan van Soest

JMIR AI 2026 (Oct 09); 5:e92329

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Smiling senior woman with headphones takes a selfie with her smartphone.

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AI-Based Measurement Tools for Intrinsic Capacity in Older Adults: Scoping Review

Chengji Yu, Ping Lu, Ying Zhou, Juan Zhao, Xiaodie Yang, Dayu Tang, Liying Ying

J Med Internet Res 2026 (Oct 05); 28:e90411

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Woman massaging neck in office with colleagues working on laptops

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Machine Learning and Deep Learning for the Diagnosis of Cervical Degenerative Diseases: Systematic Review and Meta-Analysis

Hongwei Duan, Ruiyuan Chen, Minghui Liang, Liqian Wang, Tianyi Wang, Aobo Wang, Ziqian Ma, Yu Xi, Shuo Yuan, Ning Fan, Lei Zang

J Med Internet Res 2026 (Oct 05); 28:e92008

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AI ethics in perioperative care: patient, doctor, nurse, and committee discuss AI's role.

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AI Trustworthiness in the Perioperative Period for Patients with Serious Illness: Scoping Narrative Review

Bhagvat J Maheta, Rachel L Ross, Isabella Raspi, Christina Keny, Marti N Okech, Selen Bozkurt, Karleen F Giannitrapani

JMIR Perioper Med 2026 (Oct 01); 9:e89936

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Surgeons in blue gowns and gloves use surgical instruments during an operating room procedure.

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Explainable Machine Learning Predictive Models for Surgical Site Infections: Scoping Review

Rui Sun, Yao Liu, Shuya Lu, Ermira Tartari, Gabriel Birgand, Lin Yang, Lei Zhou

J Med Internet Res 2026 (Sep 30); 28:e94617

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Man sleeping with pulse oximeter on finger, showing oxygen levels

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Accuracy of Artificial Intelligence in Diagnosing Obstructive Sleep Apnea Using Photoplethysmography: Systematic Review and Meta-Analysis

Brian Sheng Yep Yeo, Benjamin Kye Jyn Tan, Guang-Bin Huang, Leong Chai Leow, Thun How Ong, Zhou Hao Leong, Adele Chin Wei Ng, Nicole Kye Wen Tan, Yi Siang Lee, Jun Yuan Koo, Joan Ern Xin Tan, Esther Yanxin Gao, Song Tar Toh

J Med Internet Res 2026 (Sep 25); 28:e78718

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Man working on computer displaying medical research flowchart with icons for patients, data, and legs.

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Diagnostic Accuracy of AI in Prediction and Assessment of Compromised Free Flaps: Systematic Review and Meta-Analysis

Kuan-Chen Huang, Yu-Ying Chu, Melanie J Wang, Ren-Wen Huang, Yun-Jui Lu, Cheng-Hung Lin, Chung-Chen Hsu, Shih-Heng Chen, Yu-Te Lin, Che-Hsiung Lee

J Med Internet Res 2026 (Sep 22); 28:e91174

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