Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization

no code implementations • 11 Jun 2016 • Muhammad Ammad-Ud-Din, Suleiman A. Khan, Disha Malani, Astrid Murumägi, Olli Kallioniemi, Tero Aittokallio, Samuel Kaski

We demonstrate that pathway-response associations can be learned by the proposed model for the well known EGFR and MEK inhibitors.

Data Integration Drug Response Prediction