Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort.
Lei DuKefei LiuLei ZhuXiaohui YaoShannon L. RisacherLei GuoAndrew J. SaykinLi ShenPublished in: Bioinform. (2019)
Keyphrases
- longitudinal study
- canonical correlation analysis
- multivariate statistical
- statistical dependencies
- least squares
- canonical correlations
- partial least squares
- image processing
- pattern recognition
- kernel cca
- neural network
- student teams
- preprocessing
- brain images
- data mining techniques
- dimensionality reduction
- high resolution
- feature vectors