2 papers
q-bio.MN2019
Deep graph embedding for prioritizing synergistic anticancer drug combinations
Peiran Jiang, Shujun Huang, Zhenyuan Fu +3
Drug combinations are frequently used for the treatment of cancer patients in order to increase efficacy, decrease adverse side effects, or overcome drug resistance. Given the enor…
q-bio.QM2019
DTF: Deep Tensor Factorization for Predicting Anticancer Drug Synergy
Zexuan Sun, Shujun Huang, Peiran Jiang +1
Motivation: Combination therapies have been widely used to treat cancers. However, it is cost- and time-consuming to experimentally screen synergistic drug pairs due to the enormou…