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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 2025 in this theme: 7 (scroll down to load remaining articles)

2025

Person holding painful knee, possibly indicating knee pain or arthritis.

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Predictive Value of Machine Learning in Knee Osteoarthritis Progression: Systematic Review and Meta-Analysis

Yanwen Liu, Guangzhi Xiao, Youqun Zhang, Xinyi Wang, Junfeng Jia, Aiguo Xie, Zhaohui Zheng, Kui Zhang

J Med Internet Res 2025 (Dec 30); 27:e80430

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Person using a tablet to simulate cellular processes with microscopic imagery.

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Machine Learning in the Prediction of Venous Thromboembolism: Systematic Review and Meta-Analysis

Ruyi Ma, Weifeng Yu, Hua Liu, Jian Tian, Yunyan Tang, Hua Fang, Xin Ming

J Med Internet Res 2025 (Dec 23); 27:e77339

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Elderly man in hospital gown experiencing pain in bed

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Prognostic Prediction Models for Ulcerative Colitis: Systematic Review and Meta-Analysis

Zhijun Bu, Yuan Sun, Zeyang Shi, Liming Hu, Chuanlan Ju, Yuan Liu, Jing An, Huiyi Sun, Jianping Liu, Zhaolan Liu

J Med Internet Res 2025 (Dec 22); 27:e71944

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Artificial Intelligence–Enabled Imaging for Predicting Preoperative Extraprostatic Extension in Prostate Cancer: Systematic Review and Meta-Analysis

Xin Zhang, Yiting Qi, Xi Wang, Haowen Chen, Jia Li

J Med Internet Res 2025 (Dec 09); 27:e80981

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Doctor explains female reproductive anatomy model to a patient.

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Radiomics-Based Machine Learning for the Detection of Myometrial Invasion in Endometrial Cancer: Systematic Review and Meta-Analysis

Wanhao Jiang, Huali Wang, Yumeng Cui

J Med Internet Res 2025 (Nov 27); 27:e78809

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Man looking unenthusiastically at a forkful of salad

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AI in Esophageal Motility Disorders: Systematic Review of High-Resolution Manometry Studies

Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2025 (Nov 27); 27:e85223

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3D anatomical model of a person in a plank position, highlighting spinal muscles

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Deep Learning–Assisted Automated Diagnosis of Osteoporosis Based on Computed Tomography Scans: Systematic Review and Meta-Analysis

Aobo Wang, Tianyi Wang, Ruiyuan Chen, Yu Xi, Qichao Wu, Shuo Yuan, Ning Fan, Peng Du, Ziqian Ma, Lei Zang

J Med Internet Res 2025 (Nov 24); 27:e77155

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