2 papers
q-bio.QM2022
Uncovering the dynamic effects of DEX treatment on lung cancer by integrating bioinformatic inference and multiscale modeling of scRNA-seq and proteomics data
Minghan Chen, Chunrui Xu, Ziang Xu +4
Motivation: Lung cancer is one of the leading causes for cancer-related death, with a five-year survival rate of 18%. It is a priority for us to understand the underlying mechanism…
stat.ME2021
Flexible Principal Component Analysis for Exponential Family Distributions
Tonglin Zhang, Baijian Yang, Qianqian Song +1
Traditional principal component analysis (PCA) is well known in high-dimensional data analysis, but it requires to express data by a matrix with observations to be continuous. To o…