Evaluation of deep and shallow learning methods in chemogenomics for the prediction of drugs specificity

摘要

“ ” section recalls key reference shallow machine-learning methods for chemogenomics. In “ ” section, we present a formal scheme, named the chemogenomic neural network (CN), for molecule and protein representation learning in the context deep learning for chemogenomics. “ ” section shortly reviews related works in chemogenomics and QSAR with deep learning approaches. It is followed by the “ ” section.