GraphSynergy: a network-inspired deep learning model for anticancer drug combination prediction.

Jiannan YangZhongzhi XuWilliam Ka Kei WuQian ChuQingpeng Zhang

Published in: Journal of the American Medical Informatics Association : JAMIA (2021)

The introduction of topological relations between drug combination and cell line within the PPI network can significantly improve the capability of synergistic drug combination identification.

Keyphrases

deep learning
adverse drug
drug induced
emergency department
artificial intelligence
cancer therapy
convolutional neural network