AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks.
Ruiwei FengYufeng XieMinshan LaiDanny Z. ChenJi CaoJian WuPublished in: CoRR (2021)
Keyphrases
- neural network
- artificial neural networks to predict
- pattern recognition
- prediction accuracy
- drug design
- neural network ensemble
- neural networks and support vector machines
- prediction model
- fuzzy logic
- artificial neural networks
- data integration
- structured data
- graph theory
- prediction algorithm
- graph representation
- multi layer perceptron
- random walk
- directed graph
- radial basis function network
- genetic algorithm
- back propagation
- graph based algorithm
- connected components
- protein interaction
- neural nets
- radial basis function neural network
- clinical trials
- graph theoretic
- neural network model
- feed forward
- bipartite graph
- visual attention
- graph partitioning
- visual stimuli
- graph model
- chaotic time series