GADRP: graph convolutional networks and autoencoders for cancer drug response prediction.
Hong WangChong DaiYuqi WenXiaoqi WangWenjuan LiuSong HeXiaochen BoShaoliang PengPublished in: Briefings Bioinform. (2023)
Keyphrases
- prediction accuracy
- graph structures
- average degree
- random walk
- denoising
- fully connected
- drug discovery
- drug design
- community discovery
- directed graph
- graph theory
- graph structure
- outcome prediction
- chemical compounds
- small world
- graph representation
- weighted graph
- graph model
- edge weights
- breast cancer
- structured data
- social networks
- deep learning
- prediction model
- complex networks
- gene selection
- network analysis
- community structure
- network structure