Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification.
Feng LiuChong-Yaw WeeHuafu ChenDinggang ShenPublished in: NeuroImage (2014)
Keyphrases
- multi modality
- mild cognitive impairment
- medical images
- brain images
- multi modal
- computer aided diagnosis
- early diagnosis
- high degree of accuracy
- single modality
- imaging modalities
- clinical trials
- magnetic resonance
- anatomical structures
- medical imaging
- deformable models
- information theoretic
- mr images
- image registration
- brain connectivity
- early stage
- medical data
- medical image analysis
- normal controls
- early detection
- magnetic resonance imaging
- image intensity
- magnetic resonance images
- computer aided
- mutual information
- pattern recognition
- wide range
- feature selection
- image enhancement
- similarity measure
- image processing