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Genomics

Subject Areas: Genetics
ISSN: 0888-7543
SJR: 146

2018
Issue 1802 (Feb)

Open Access

Journal Article

Drug response prediction by ensemble learning and drug-induced gene expression signatures

Tan, Mehmet; Özgül, Ozan Fırat; Bardak, Batuhan; Ekşioğlu, Işıksu; Sabuncuoğlu, Suna

2018 Genomics

doi:10.1016/j.ygeno.2018.07.002 pmid:31533900

Abstract: Chemotherapeutic response of cancer cells to a given compound is one of the most fundamental information one requires to design anti-cancer drugs. Recent advances in producing large drug screens against cancer cell lines provided an opportunity to apply machine learning methods for this...

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