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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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Publicat a:Bioinformatics
Autors principals: Qiu, Yue, Lu, Tianhuan, Lim, Hansaim, Xie, Lei
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
Matèries:
Accés en línia: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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