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Transfer learning for clustering single-cell RNA-seq data crossing-species and batch, case on uterine fibroids

Due to the high dimensionality and sparsity of the gene expression matrix in single-cell RNA-sequencing (scRNA-seq) data, coupled with significant noise generated by shallow sequencing, it poses a great challenge for cell clustering methods. While numerous computational methods have been proposed, t...

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Detalles Bibliográficos
Autores principales: Wang, Yu Mei, Sun, Yuzhi, Wang, Beiying, Wu, Zhiping, He, Xiao Ying, Zhao, Yuansong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10664408/
https://www.ncbi.nlm.nih.gov/pubmed/37991248
http://dx.doi.org/10.1093/bib/bbad426