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Xin-Yuan Tian

2 papers indexed here

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Open access Sep 2026

Development and comparative evaluation of machine learning algorithms and Cox regression for predicting fasting plasma glucose-defined incident prediabetes: a longitudinal cohort study

To develop, compare, and externally evaluate machine learning (ML) and Cox regression models for predicting fasting plasma glucose (FPG)-defined incident prediabetes. We performed a secondary analysis of a publicly available Chinese health-examination cohort and conducted an external comparative evaluation i...

Su Hu, Chang-Shun Yan, Xin-Yuan Tian et al. · 0 citations
Open access Sep 2026

Quantifying the temperature-related fraction of hand, foot, and mouth disease using distributed lag non-linear models: lessons from the COVID-19 pandemic period

The results indicate that the temperature mainly serves as a permissive behavioral factor promoting child-to-child contacts - rather than acting directly on the viral kinetics in HFMD, although temperature-related preparation according to the seasons is still significant.

Yi Ren, Lan Luo, Shui-Xing Luo et al. · 0 citations

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