Identifying Associations Between Brain Imaging Phenotypes and Genetic Factors via a Novel Structured SCCA Approach.
Lei DuTuo ZhangKefei LiuJingwen YanXiaohui YaoShannon L. RisacherAndrew J. SaykinJunwei HanLei GuoLi ShenPublished in: IPMI (2017)
Keyphrases
- brain imaging
- human brain
- genome wide association studies
- canonical correlation analysis
- genetic variation
- complex diseases
- image analysis
- biological knowledge
- brain images
- factor analysis
- medical imaging
- high throughput
- genome wide
- human genome
- information processing
- association rules
- functional magnetic resonance imaging
- regression analysis
- machine learning
- x ray
- feature extraction