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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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Pubblicato in:Sci Rep
Autori principali: Dong, Li, Kollipara, Avinash, Darville, Toni, Zou, Fei, Zheng, Xiaojing
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online: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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