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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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Detalhes bibliográficos
Publicado no:Nat Mach Intell
Main Authors: Hu, Jian, Li, Xiangjie, Hu, Gang, Lyu, Yafei, Susztak, Katalin, Li, Mingyao
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8009055/
https://ncbi.nlm.nih.gov/pubmed/33817554
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s42256-020-00233-7
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