Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease.
Mansu KimJi Hye WonJinyoung YounHyunjin ParkPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- canonical correlation analysis
- disease progression
- multivariate statistical
- norm regularization
- canonical correlations
- candidate genes
- least squares
- structured sparse learning
- partial least squares
- equivalence relationship
- image processing
- high resolution
- biomarker discovery
- clinical trials
- magnetic resonance images
- breast cancer
- gene sets
- unsupervised learning
- preprocessing
- kernel cca
- computer vision