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ScLSTM: single-cell type detection by siamese recurrent network and hierarchical clustering

MOTIVATION: Categorizing cells into distinct types can shed light on biological tissue functions and interactions, and uncover specific mechanisms under pathological conditions. Since gene expression throughout a population of cells is averaged out by conventional sequencing techniques, it is challe...

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Detalles Bibliográficos
Autores principales: Jiang, Hanjing, Huang, Yabing, Li, Qianpeng, Feng, Boyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629177/
https://www.ncbi.nlm.nih.gov/pubmed/37932672
http://dx.doi.org/10.1186/s12859-023-05494-8