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A Bayesian approach to accurate and robust signature detection on LINCS L1000 data

MOTIVATION: LINCS L1000 dataset contains numerous cellular expression data induced by large sets of perturbagens. Although it provides invaluable resources for drug discovery as well as understanding of disease mechanisms, the existing peak deconvolution algorithms cannot recover the accurate expres...

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Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Qiu, Yue, Lu, Tianhuan, Lim, Hansaim, Xie, Lei
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7203754/
https://ncbi.nlm.nih.gov/pubmed/32003771
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa064
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