Multi-domain knowledge graph embeddings for gene-disease association prediction.
Susana NunesRita Torres SousaCatia PesquitaPublished in: J. Biomed. Semant. (2023)
Keyphrases
- domain knowledge
- complex diseases
- gene gene
- prediction accuracy
- escherichia coli
- gene prediction
- protein function prediction
- microarray
- gene function
- prediction model
- protein protein interaction networks
- disease genes
- gene gene interactions
- random walk
- prior knowledge
- protein interaction
- linkage disequilibrium
- candidate genes
- graph theory
- graph structure
- genome wide
- gene expression
- single nucleotide polymorphisms
- gene ontology
- data sets
- related genes
- vector space
- domain experts
- gene networks
- weighted graph
- euclidean space
- protein sequences
- outbreak detection
- high dimensional data
- dimensionality reduction
- feature selection