DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations - Wang, Jinxian; Liu, Xuejun; Shen, Siyuan; Deng, Lei; Liu, Hui (Briefings in bioinformatics, 2022)
Keywords: Artificial neural networks; Cancer; Computer applications; Correlation analysis; Deep learning; Drug Combinations; Gene expression; Graph neural networks; Humans; Learning algorithms; Machine Learning; Molecular structure; Multilayers; Neoplasms - drug therapy; Neural networks; Neural Networks, Computer; Protein interaction; Screening; Software; Source code; deep learning; chemical structure; graph neural network; attention mechanism; drug combination; synergistic effect