scDeepInsight: a supervised cell-type identification method for scRNA-seq data with deep learning

Annotation of cell-types is a critical step in the analysis of single-cell RNA sequencing (scRNA-seq) data that allows the study of heterogeneity across multiple cell populations. Currently, this is most commonly done using unsupervised clustering algorithms, which project single-cell expression dat...

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Detalles Bibliográficos
Autores principales: Jia, Shangru, Lysenko, Artem, Boroevich, Keith A, Sharma, Alok, Tsunoda, Tatsuhiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Problem Solving Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516353/
https://www.ncbi.nlm.nih.gov/pubmed/37523217
http://dx.doi.org/10.1093/bib/bbad266

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516353/
https://www.ncbi.nlm.nih.gov/pubmed/37523217
http://dx.doi.org/10.1093/bib/bbad266

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