Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI.
Darya ChyzhykAlexandre SavioManuel GrañaPublished in: Neurocomputing (2014)
Keyphrases
- brain mri
- anatomical structures
- multiple sclerosis
- wrapper feature selection
- medical images
- inter subject registration
- clinical applications
- computer aided diagnosis
- magnetic resonance images
- classification accuracy
- medical imaging
- early diagnosis
- computer aided
- feature selection
- extreme learning machine
- shape model
- mri brain
- region growing
- partial volume
- shape analysis
- object boundaries
- brain structures
- three dimensional
- disease progression
- ct images
- magnetic resonance imaging
- level set
- partial volume effects
- diagnostic process
- computer tomography
- training data
- mr images
- brain images
- image data
- white matter
- magnetic resonance