Author

Xin-Yuan Tian

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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. · Frontiers in Endocrinology · 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

Hand, foot and mouth disease (HFMD) is a sudden infectious illness commonly seen in children under 5 years old. It has been reported that meteorological factors, particularly the temperature, influence the transmission of HFMD. However, the connection between the temperature effect and social contact patterns has n...

Yi Ren, Lan Luo, Shui-Xing Luo et al. · Frontiers in Public Health · 0 citations