Data Imbalance in Drug Response Prediction - Multi-Objective Optimization Approach in Deep Learning Setting
O. Narykov, Y. Zhu, T. Brettin, Y. A. Evrard, A. Partin, F. Xia, M. Shukla, P. Vasanthakumari, J. H. Doroshow, R. L. Stevens
This paper addresses data imbalance in drug response prediction by introducing a multi-objective optimization approach using a custom loss function to improve model performance.
Briefings in Bioinformatics · Apr 3, 2025Peer-reviewedCancer Biology