scCapsNet-mask: an updated version of scCapsNet with extended applicability in functional analysis related to scRNA-seq data

BMC Bioinformatics

Research Article

Rui Nie¹  Jun Cai¹  Jiang Zhang²  Lifei Wang³ 

[1] China National Center for Bioinformation, 100101, Beijing, China;Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, 100101, Beijing, China;University of Chinese Academy of Sciences, 100049, Beijing, China;School of Systems Science, Beijing Normal University, 100875, Beijing, China;Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China;China National Center for Bioinformation, 100101, Beijing, China;Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, 100101, Beijing, China;University of Chinese Academy of Sciences, 100049, Beijing, China;

关键词: Capsule network;    Interpretability;    Mask for sparsity;    Non-standard test samples;    Functional analysis;   

DOI  :  10.1186/s12859-022-05098-8

 received in 2022-06-18, accepted in 2022-12-03,  发布年份 2022

来源: Springer

【 授权许可】

CC BY   
© The Author(s) 2022

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