Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data.
Xulong WangYu ZhangMenghui ZhouTong LiuJun QiPo YangPublished in: BIBM (2023)
Keyphrases
- mri data
- multi task learning
- disease progression
- cross sectional
- similarity measure
- magnetic resonance images
- multi task
- magnetic resonance imaging
- fully automatic
- mr images
- gaussian processes
- white matter
- learning tasks
- synthetic data
- mutual information
- medical images
- transfer learning
- learning problems
- high order
- computer aided diagnosis
- clinical trials
- prostate cancer
- breast cancer
- mathematical modeling
- pairwise
- learning algorithm
- blood vessels
- decision making
- high resolution
- machine learning
- higher order
- graph cuts
- active contours
- text categorization
- medical imaging
- data mining