Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis.
Lei DuJin ZhangFang LiuHuiai WangLei GuoJunwei HanAlzheimer's Disease Neuroimaging InitiativePublished in: Medical Image Anal. (2021)
Keyphrases
- multi view
- canonical correlation analysis
- proteomic data
- single view
- high throughput
- multiple views
- light field
- depth map
- least squares
- d objects
- three dimensional
- mass spectrometry
- semi supervised
- partial least squares
- image processing
- data sets
- multi view learning
- computer vision
- high resolution
- dimensionality reduction methods
- mass spectrometry data
- high dimensional data