Topgformer: Topological-Based Graph Transformer for Mapping Brain Structural Connectivity to Functional Connectivity.
Dalu GuoKe ZhangJiaxing LiYouyong KongPublished in: ICASSP (2023)
Keyphrases
- functional connectivity
- resting state fmri
- brain connectivity
- resting state
- connected components
- brain regions
- working memory
- prefrontal cortex
- multi channel
- topological information
- topological map
- functional brain
- diffusion tensor imaging
- data mining
- functional magnetic resonance imaging
- binary images
- computational model
- ground truth
- high resolution
- feature extraction