Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction.
Kexin ZhangFeng HuangLuotao LiuZhankun XiongHongyu ZhangYuan QuanWen ZhangPublished in: CoRR (2024)
Keyphrases
- neural network
- complex diseases
- prediction model
- escherichia coli
- prediction accuracy
- gene gene
- disease genes
- gene gene interactions
- protein interaction
- microarray
- protein protein interaction networks
- directed acyclic graph
- elman network
- graph structure
- artificial neural networks
- graph theory
- candidate genes
- protein function prediction
- outbreak detection
- gene prediction
- multi layer perceptron
- biological entities
- gene expression data
- gene function
- differentially expressed genes
- linkage disequilibrium
- back propagation
- gene expression
- text mining
- short term prediction
- weighted graph
- bayesian networks
- random walk
- dna microarray
- gene networks
- causal relationships
- causal models
- network model