Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare.
Zehao DongHeming ZhangYixin ChenFuhai LiPublished in: CoRR (2021)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- artificial neural networks to predict
- artificial intelligence
- artificially intelligent
- drug design
- graph theory
- protein interaction
- random walk
- knowledge representation
- genetic algorithm
- machine learning
- clinical trials
- graph representation
- graph model
- directed acyclic graph
- ai systems
- graph structure
- human level
- recurrent neural networks
- information sharing
- structured data
- pattern recognition
- expert systems
- bipartite graph
- weighted graph
- collaborative learning
- artificial neural networks
- radial basis function network
- computational intelligence
- information systems
- information technology
- chemical compounds
- fuzzy logic
- case based reasoning
- multilayer perceptron
- multi layer perceptron
- intelligent systems
- prediction error
- graph matching