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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Bioinformatics
Egile Nagusiak: Qiu, Yue, Lu, Tianhuan, Lim, Hansaim, Xie, Lei
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2020
Gaiak:
Sarrera elektronikoa: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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