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Semi-CAM: A semi-supervised deconvolution method for bulk transcriptomic data with partial marker gene information

Deconvolution of bulk transcriptomics data from mixed cell populations is vital to identify the cellular mechanism of complex diseases. Existing deconvolution approaches can be divided into two major groups: supervised and unsupervised methods. Supervised deconvolution methods use cell type-specific...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Dong, Li, Kollipara, Avinash, Darville, Toni, Zou, Fei, Zheng, Xiaojing
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7096458/
https://ncbi.nlm.nih.gov/pubmed/32214192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-62330-2
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