Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.
Laura IgualJoan Carles SolivaSergio EscaleraRoger GimenoOscar VilarroyaPetia RadevaPublished in: Comput. Medical Imaging Graph. (2012)
Keyphrases
- statistical classification
- attention deficit hyperactivity disorder
- brain structures
- features extraction
- fully automatic
- caudate nucleus
- classification accuracy
- segmentation method
- magnetic resonance images
- lateral ventricles
- decision trees
- level set
- image segmentation
- microscopic images
- eeg signals
- feature extraction
- brain tumors
- microscopy images
- support vector
- computer aided diagnosis systems
- eeg data
- confocal images
- medical image analysis
- basal ganglia
- segmentation algorithm
- probabilistic atlas
- medical imaging
- feature space
- pigmented skin lesions
- microscope images
- brain mr images
- brain mri
- shape prior
- quantitative analysis
- brain images