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stat.ML2024★ 2 cited
U-learning for Prediction Inference via Combinatory Multi-Subsampling: With Applications to LASSO and Neural Networks
Zhe Fei, Yi Li
Epigenetic aging clocks play a pivotal role in estimating an individual's biological age through the examination of DNA methylation patterns at numerous CpG (Cytosine-phosphate-Gua…
stat.ML2023
Kernel Cox partially linear regression: building predictive models for cancer patients' survival
Yaohua Rong, Sihai Dave Zhao, Xia Zheng +1
Wide heterogeneity exists in cancer patients' survival, ranging from a few months to several decades. To accurately predict clinical outcomes, it is vital to build an accurate pred…