Article

A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer

2022-05-16

Abstract excerpt

One of the main obstacles to the successful treatment of cancer is the phenomenon of drug resistance. A common strategy to overcome resistance is the use of combination therapies. However, the space of possibilities is huge and efficient search strategies are required. Machine Learning (ML) can be a useful tool for the discovery of novel, clinically relevant anti-cancer drug combinations. In particular, deep learn...

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Literature Corpus work: ec0cbee6-3e96-5043-a49f-16e97269965c
DOI: 10.1101/2022.05.16.492054

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