Interpretable bilinear attention network with domain adaptation improves drug-target prediction

2 code implementations • 3 Aug 2022 • Peizhen Bai, Filip Miljković, Bino John, Haiping Lu

Recent deep learning-based methods show promising performance but two challenges remain: (i) how to explicitly model and learn local interactions between drugs and targets for better prediction and interpretation; (ii) how to generalize prediction performance on novel drug-target pairs from different distribution.

Domain Adaptation Drug Discovery