A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain.
Sriraam NatarajanSaket JoshiBaidya Nath SahaAdam EdwardsTushar KhotElizabeth MoodyKristian KerstingChristopher T. WhitlowJoseph A. MaldjianPublished in: ICMLA (1) (2012)
Keyphrases
- magnetic resonance images
- machine learning
- multiple sclerosis
- brain tissue
- subcortical structures
- mri scans
- mr images
- pattern recognition
- normal controls
- disease progression
- brain tumors
- medical images
- diffusion weighted
- brain structures
- mri brain
- feature selection
- tissue segmentation
- support vector machine
- eeg signals
- white matter
- magnetic resonance imaging
- myocardial infarction
- brain mapping
- brain atlas
- mr imaging
- computer vision
- high resolution
- clinical studies
- medical imaging
- corpus callosum
- partial volume effects
- gray matter
- partial volume
- brain mr images
- mri data
- pattern classification
- three dimensional
- inter subject
- brain mri
- human brain
- computer aided diagnosis