Effectiveness and safety of AI-driven closed-loop systems in diabetes management: a systematic review and meta-analysis

Abstract Background Diabetes is a metabolic disease that can lead to severe cardiovascular diseases and neuropathy. The associated medical costs and complications make timely and effective management particularly important. Traditional diagnostic and management methods, like frequent glucose samplin...

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Main Authors: Xiaoya Wang, Jiayuan Si, Yihao Li, Poki Tse, Guoyi Zhang, Xiaojie Wang, Junming Ren, Jin Xu, Jiancui Sun, Xi Yao
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Diabetology & Metabolic Syndrome
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Online Access:https://doi.org/10.1186/s13098-025-01819-0
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