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Muthukumar Yugan Gogul

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Aug 2026

Ensemble DNA methylation clock demonstrates Immune-metabolic Aging signatures associated with Mortality.

This work constructed a heterogeneous stacked ensemble survival model based on DNAm data obtained from the Framingham Heart Study and constructed a survival prediction model based on the fusion of five complementary survival models by means of a neural network meta-learner.

Muthukumar Yugan Gogul, Karthikeyan A. Vijayakumar, Gwang-Won Cho · 0 citations

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