Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis.
Nina ChengAhmed El-AzabPeng YangDongdong LiuShuangzhi YuTianfu WangBaiying LeiPublished in: EMBC (2019)
Keyphrases
- low rank
- multi task learning
- high order
- brain images
- multi task
- mild cognitive impairment
- matrix factorization
- linear combination
- high degree of accuracy
- missing data
- learning tasks
- learning problems
- convex optimization
- gaussian processes
- singular value decomposition
- high dimensional data
- semi supervised
- magnetic resonance
- transfer learning
- complex networks
- medical images
- early diagnosis
- higher order
- pairwise
- link prediction
- network structure
- clinical trials