Extracting Sequential Features from Dynamic Connectivity Network with rs-fMRI Data for AD Classification.
Kai LinBiao JiePeng DongXintao DingWeixin BianMingxia LiuPublished in: MLMI@MICCAI (2021)
Keyphrases
- feature vectors
- extracting features
- feature extraction
- classification accuracy
- classification method
- feature set
- classification models
- feature space
- classification process
- extracted features
- pattern recognition
- svm classifier
- training set
- benchmark datasets
- feature values
- high dimensionality
- machine learning
- class labels
- features extraction
- text classification
- image classification
- feature analysis
- dynamic networks
- network connectivity
- decision trees
- classification algorithm
- support vector machine svm
- training samples
- multi class
- pattern classification
- feature representation
- discriminative features
- support vector machine
- support vector
- feature weights
- training data
- feature reduction