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Looking at the BiG picture: Incorporating bipartite graphs in drug response prediction

2021-08-12

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Motivation</h4> The increasing number of publicly available databases containing drugs’ chemical structures, their response in cell lines, and molecular profiles of the cell lines has garnered attention to the problem of drug response prediction. However, many existing methods do not fully leverage the information that is shared among cell lines and drugs with similar structure. As such, dr...

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Literature Corpus work
fef354b1-ad14-51c4-a860-7113840bc82a
DOI
10.1101/2021.08.11.455993
Open publication

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Looking at the BiG picture: Incorporating bipartite graphs in drug response predictionDOI 10.1101/2021.08.11.455993
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