Identifying Modality-Consistent and Modality-Specific Features via Label-Guided Multi-Task Sparse Canonical Correlation Analysis for Neuroimaging Genetics.
Xiaoke HaoQihao TanYingchun GuoYunjia XiaoMing YuMeiling WangJing QinDaoqiang ZhangAlzheimer's Disease Neuroimaging InitiativePublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- specific features
- canonical correlation analysis
- structured sparse learning
- medical images
- multivariate statistical
- canonical correlations
- pattern recognition
- natural language processing
- machine learning
- computer vision
- image processing
- optical flow
- least squares
- dimensionality reduction
- structural information
- sparse learning