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

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

Abstract Background With the rapid accumulation of scRNA-seq data, more and more automatic cell type identification methods have been developed, especially those based on deep learning. Although these methods have reached relatively high prediction accuracy, many issues still exist. One is the inter...

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Bibliographic Details
Main Authors: Lifei Wang, Rui Nie, Jiang Zhang, Jun Cai
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Bioinformatics
Subjects:
Capsule network
Interpretability
Mask for sparsity
Non-standard test samples
Functional analysis
Online Access:https://doi.org/10.1186/s12859-022-05098-8

Internet

https://doi.org/10.1186/s12859-022-05098-8

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