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Author

Jin-Hua Yan

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Meta-analysis Open access Sep 2026

Performance of machine learning–based prediction models for hypoglycemia in Chinese patients with diabetes: A systematic review and meta-analysis

Objectives This study aimed to systematically evaluate the predictive performance of machine learning (ML)–based models for predicting hypoglycemia in Chinese patients with diabetes. Methods We systematically searched PubMed, Embase, Web of Science, the Cochrane Library, CINAHL, CNKI, and Wanfang databases from incepti...

Jin-Hua Yan, Yan-Ping Song, Y. Du et al. · 0 citations
Aug 2026

Real-World Glycemic Outcomes of Open-Source Automated Insulin Delivery During 12 Months Among People With Type 1 Diabetes Across Age Groups.

AIMS To assess glycemic outcomes across different age groups and explore factors associated with glycemic target achievement during 12-months open-source android artificial pancreas (AAPS) use among people with type 1 diabetes (T1D). METHODS This study included people with T1D who had used AAPS continuously for 12 mo...

Qiong-Yan Lin, Zi-Qing Lin, P. Ling et al. · 0 citations

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