Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification.
Yang LiJingyu LiuXinqiang GaoBiao JieMinjeong KimPew-Thian YapChong-Yaw WeeDinggang ShenPublished in: Medical Image Anal. (2019)
Keyphrases
- pattern recognition
- feature selection
- automatic classification
- machine learning
- feature extraction
- decision trees
- cross validation
- model selection
- classification accuracy
- classification algorithm
- pattern classification
- support vector machine
- k nearest neighbour
- classification scheme
- linear regression
- training samples
- classification method
- support vector
- classification systems
- brain image analysis
- benchmark datasets
- multi modal
- image classification
- supervised learning
- knn
- active learning
- feature vectors
- training set