GraphCDR: a graph neural network method with contrastive learning for cancer drug response prediction.
Xuan LiuCongzhi SongFeng HuangHaitao FuWenjie XiaoWen ZhangPublished in: Briefings Bioinform. (2022)
Keyphrases
- neural network
- prediction model
- prior knowledge
- learning algorithm
- structural learning
- pairwise
- neural nets
- feedforward neural networks
- support vector machine
- unsupervised learning
- clustering method
- training process
- learning scheme
- feed forward neural networks
- similarity measure
- training set
- objective function
- prediction accuracy
- learning tasks
- graph matching
- training data
- prediction error