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Evaluation of deep learning-based feature selection for single-cell RNA sequencing data analysis

BACKGROUND: Feature selection is an essential task in single-cell RNA-seq (scRNA-seq) data analysis and can be critical for gene dimension reduction and downstream analyses, such as gene marker identification and cell type classification. Most popular methods for feature selection from scRNA-seq dat...

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Detalles Bibliográficos
Autores principales: Huang, Hao, Liu, Chunlei, Wagle, Manoj M., Yang, Pengyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638755/
https://www.ncbi.nlm.nih.gov/pubmed/37950331
http://dx.doi.org/10.1186/s13059-023-03100-x