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Genomic data integration by WON-PARAFAC identifies interpretable factors for predicting drug-sensitivity in vivo

Integrative analyses that summarize and link molecular data to treatment sensitivity are crucial to capture the biological complexity which is essential to further precision medicine. We introduce Weighted Orthogonal Nonnegative parallel factor analysis (WON-PARAFAC), a data integration method that...

詳細記述

保存先:
書誌詳細
出版年:Nat Commun
主要な著者: Kim, Yongsoo, Bismeijer, Tycho, Zwart, Wilbert, Wessels, Lodewyk F. A., Vis, Daniel J.
フォーマット: Artigo
言語:Inglês
出版事項: Nature Publishing Group UK 2019
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6834616/
https://ncbi.nlm.nih.gov/pubmed/31695042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-13027-2
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