A deep generative model for multi-view profiling of single-cell RNA-seq and ATAC-seq data

Li, GY; Fu, SL; Wang, SG; Zhu, CY; Duan, B; Tang, C; Chen, XH; Chuai, GH; Wang, P; Liu, Q

Wang, P (通讯作者),Tongji Univ, Canc Ctr, Shanghai Peoples Hosp 10, Shanghai 200092, Peoples R China.;Liu, Q (通讯作者),Tongji Univ, Translat Med Ctr Stem Cell Therapy, Shanghai, Peoples R China.;Liu, Q (通讯作者),Tongji Univ, Inst Regenerat Med, Shanghai East Hosp, Bioinformat Dept,Sch Life Sci & Technol, Shanghai, Peoples R China.;Liu, Q (通讯作者),Shanghai Res Inst Intelligent Autonomous Syst, Shanghai, Peoples R China.

GENOME BIOLOGY, 2022; 23 (1):

Abstract

Here, we present a multi-modal deep generative model, the single-cell Multi-View Profiler (scMVP), which is designed for handling sequencing data that......

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