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Iterative transfer learning with neural network for clustering and cell type classification in single-cell RNA-seq analysis

Clustering and cell type classification are important steps in single-cell RNA-seq (scRNA-seq) analysis. As more and more scRNA-seq data are becoming available, supervised cell type classification methods that utilize external well-annotated source data start to gain popularity over unsupervised clu...

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Detalles Bibliográficos
Autores principales: Hu, Jian, Li, Xiangjie, Hu, Gang, Lyu, Yafei, Susztak, Katalin, Li, Mingyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8009055/
https://www.ncbi.nlm.nih.gov/pubmed/33817554
http://dx.doi.org/10.1038/s42256-020-00233-7