Nature

Prediction of drug-drug interaction events using graph neural networks based feature extraction

The prevalence of multi_drug therapies has been increasing in recent years, particularly among the elderly who are suffering from several diseases. However, unexpected Drug_Drug interaction (DDI) can ...
Nature

Affinity2Vec: drug-target binding affinity prediction through representation learning, graph mining, and machine learning

Drug-target interaction (DTI) prediction plays a crucial role in drug repositioning and virtual drug screening. Most DTI prediction methods cast the problem as a binary classification task to predict ...