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q-bio.QM2021★ 1 cited
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associations
Lei Deng, Yibiao Huang, Xuejun Liu +1
Accumulated clinical studies show that microbes living in humans interact closely with human hosts, and get involved in modulating drug efficacy and drug toxicity. Microbes have be…
cs.LG2021
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations
J. Wang, X. Liu, S. Shen +2
Drug combination therapy has become a increasingly promising method in the treatment of cancer. However, the number of possible drug combinations is so huge that it is hard to scre…