Article

Data Imbalance in Drug Response Prediction - Multi-Objective Optimization Approach in Deep Learning Setting

2024-03-15

Abstract excerpt

Drug response prediction (DRP) methods tackle the complex task of associating the effectiveness of small molecules with the specific genetic makeup of the patient. Anti-cancer DRP is a particularly challenging task requiring costly exper-iments as underlying pathogenic mechanisms are broad and associated with multiple genomic pathways. The scientific community has exerted significant efforts to generate public dru...

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Literature Corpus work: 1d7491c6-0bd1-5e68-9b89-51774709adb3
DOI: 10.1101/2024.03.14.585074

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