3 papers
stat.ME2022
Network Analysis of Count Data from Mixed Populations
Junjie Tang, Changhu Wang, Feiyi Xiao +1
In applications such as gene regulatory network analysis based on single-cell RNA sequencing data, samples often come from a mixture of different populations and each population ha…
q-bio.MN2022
Single-cell gene regulatory network analysis for mixed cell populations with applications to COVID-19 single cell data
Junjie Tang, Changhu Wang, Feiyi Xiao +1
Gene regulatory network (GRN) refers to the complex network formed by regulatory interactions between genes in living cells. In this paper, we consider inferring GRNs in single cel…
stat.ME2021
Gene regulatory network in single cells based on the Poisson log-normal model
Feiyi Xiao, Junjie Tang, Huaying Fang +1
Gene regulatory network inference is crucial for understanding the complex molecular interactions in various genetic and environmental conditions. The rapid development of single-c…