Hierarchical Semantic Augmentation Graph Neural Network for Drug-Disease Association Prediction.
Mingjing HanYanbin YinHan ZhangHuan WangPublished in: BIBM (2023)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- outbreak detection
- graph model
- complex diseases
- drug design
- high level
- directed graph
- random walk
- semantic web
- graph representation
- graph theory
- elman network
- multi layer
- genetic algorithm
- graph structure
- weighted graph
- prediction error
- artificial neural networks
- fuzzy logic
- hierarchical structure
- concept hierarchy
- multi layer perceptron
- semantic association
- neural network is trained
- graph matching
- neural network model
- semantic similarity
- back propagation
- semantic relationships
- graph data
- chemical compounds
- directed acyclic graph
- semantic annotation
- natural language
- multilayer perceptron