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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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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Dong, Li, Kollipara, Avinash, Darville, Toni, Zou, Fei, Zheng, Xiaojing
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2020
Témata:
On-line přístup: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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