Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics.
Mansu KimEun Jeong MinKefei LiuJingwen YanAndrew J. SaykinJason H. MooreQi LongLi ShenPublished in: Medical Image Anal. (2022)
Keyphrases
- canonical correlation analysis
- multi task learning
- brain imaging
- multi task
- human brain
- learning tasks
- gaussian processes
- least squares
- image analysis
- brain images
- high order
- learning problems
- transfer learning
- factor analysis
- supervised learning
- learning models
- mutual information
- markov random field
- computer vision
- recommender systems
- pattern recognition
- image processing