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

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 interpretabil...

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Detalles Bibliográficos
Autores principales: Wang, Lifei, Nie, Rui, Zhang, Jiang, Cai, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9743530/
https://www.ncbi.nlm.nih.gov/pubmed/36510124
http://dx.doi.org/10.1186/s12859-022-05098-8