Prediction of Drug Synergy by Ensemble Learning

no code implementations • 7 Jan 2020 • Işıksu Ekşioğlu, Mehmet Tan

One of the promising methods for the treatment of complex diseases such as cancer is combinational therapy.

BIG-bench Machine Learning Ensemble Learning

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

no code implementations • 11 Feb 2018 • Mehmet Tan, Ozan Fırat Özgül, Batuhan Bardak, Işıksu Ekşioğlu, Suna Sabuncuoğlu

We demonstrate that integrating a large number of predictions by the proposed method improves the performance for this task.

Drug Response Prediction Ensemble Learning