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An optimized graph-based structure for single-cell RNA-seq cell-type classification based on non-linear dimension reduction

BACKGROUND: It is now possible to analyze cellular heterogeneity at the single-cell level thanks to the rapid developments in single-cell sequencing technologies. The clustering of cells is a fundamental and common step in heterogeneity analysis. Even so, accurate cell clustering remains a challenge...

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Detalles Bibliográficos
Autores principales: Abadi, Saeedeh Akbari Rokn, Laghaee, Seyed Pouria, Koohi, Somayyeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152777/
https://www.ncbi.nlm.nih.gov/pubmed/37127578
http://dx.doi.org/10.1186/s12864-023-09344-y