1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2022
High-dimensional Variable Screening via Conditional Martingale Difference Divergence
Lei Fang, Qingcong Yuan, Xiangrong Yin +1
Variable screening has been a useful research area that deals with ultrahigh-dimensional data. When there exist both marginally and jointly dependent predictors to the response, ex…
q-bio.GN2018
Pan-Cancer Epigenetic Biomarker Selection from Blood Samples Using SAS
Xi Chen, Jin Xie, Qingcong Yuan
A key focus in current cancer research is the discovery of cancer biomarkers that allow earlier detection with high accuracy and lower costs for both patients and hospitals. Blood…
stat.ML2018★ 1 cited
A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep Autoencoder and Neural Network
Xi Chen, Jin Xie, Qingcong Yuan
With the increased affordability and availability of whole-genome sequencing, large-scale and high-throughput gene expression is widely used to characterize diseases, including can…