Article

DeepSide: A Deep Learning Framework for Drug Side Effect Prediction

2019-11-18

Abstract excerpt

Drug failures due to unforeseen adverse effects at clinical trials pose health risks for the participants and lead to substantial financial losses. Side effect prediction algorithms have the potential to guide the drug design process. LINCS L1000 dataset provides a vast resource of cell line gene expression data perturbed by different drugs and creates a knowledge base for context specific features. The state-of-t...

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Literature Corpus work: 624f493f-9656-574e-92e4-aac427e69aeb
DOI: 10.1101/843029

Open publication

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