DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction

Understand

Chemical-chemical interaction (CCI) plays a key role in predicting candidate drugs, toxicity, therapeutic effects, and biological functions.

• In various types of chemical analyses, computational approaches are often required due to the amount of data that needs to be handled.
• The recent remarkable growth and outstanding performance of deep learning have attracted considerable research attention.
• However,even in state-of-the-art drug analysis methods, deep learning continues to be used only as a classifier, although deep learning is capable of not only simple classification but also automated feature extraction.