Sparse Multi-kernel Based Multi-task Learning for Joint Prediction of Clinical Scores and Biomarker Identification in Alzheimer's Disease.
Peng CaoXiaoli LiuJinzhu YangDazhe ZhaoOsmar R. ZaïanePublished in: MICCAI (3) (2017)
Keyphrases
- multi task learning
- disease progression
- outcome prediction
- multi task
- patient groups
- binary classification tasks
- multiple tasks
- learning tasks
- gaussian processes
- learning problems
- high order
- multitask learning
- mass spectrometry
- breast cancer
- transfer learning
- theoretical analysis
- high dimensional
- multi label image annotation
- clinical trials
- learning algorithm
- prostate cancer
- multiple kernel learning
- inductive learning
- kernel methods
- multi class
- support vector
- learning models