Self-attention based high order sequence feature reconstruction of dynamic functional connectivity networks with rs-fMRI for brain disease classification.
Zhixiang ZhangBiao JieZhengdong WangJie ZhouYang YangPublished in: CoRR (2022)
Keyphrases
- high order
- functional connectivity
- resting state
- activation detection
- functional magnetic resonance imaging
- brain connectivity
- higher order
- human brain
- brain activity
- brain regions
- pattern classification
- resting state fmri
- brain activation
- feature vectors
- motion correction
- brain imaging
- human subjects
- brain images
- data analysis
- high dimensional
- brain mapping
- pairwise
- event related
- partial differential equations
- feature extraction
- healthy subjects
- white matter
- machine learning
- gray matter
- working memory
- spatial correlation
- eeg signals