Yi-Hsien Hsieh

LE-DTA: Local Extrema Convolution for Drug Target Affinity Prediction

One of the essential parts of drug discovery and design is the prediction of drug-target affinity (DTA). Researchers have proposed computational approaches for predicting DTA to circumvent the more expensive in vivo and in vitro tests. More recent approaches employed deep network architectures to ob…