An Improved Multi-Task Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Alzheimer's Disease.
Kai WeiWei KongShuaiqun WangPublished in: IEEE Access (2021)
Keyphrases
- canonical correlation analysis
- disease progression
- multivariate statistical
- canonical correlations
- least squares
- candidate genes
- partial least squares
- structured sparse learning
- image processing
- equivalence relationship
- dimensionality reduction methods
- breast cancer
- early diagnosis
- gene sets
- medical imaging
- computer vision
- singular value decomposition
- clinical trials
- discriminative learning
- biomarker discovery
- neural network
- data sets