Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks.
Hao ZhangRan SongLiping WangLin ZhangDawei WangCong WangWei ZhangPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- neural network
- activation detection
- functional magnetic resonance imaging
- pattern recognition
- human brain
- machine learning
- normal controls
- eeg signals
- random walk
- pattern classification
- brain activity
- classification accuracy
- rule extraction
- statistical parametric mapping
- training process
- artificial neural networks
- support vector
- graph structure
- support vector machine svm
- text classification
- brain images
- fuzzy logic
- feature vectors
- fuzzy decision trees
- activation patterns
- training set
- feature selection
- cognitive states
- healthy subjects
- event related