Lesion segmentation from multimodal MRI using random forest following ischemic stroke.
Jhimli MitraPierrick BourgeatJurgen FrippSoumya GhoseStephen E. RoseOlivier SalvadoAlan ConnellyBruce CampbellSusan PalmerGagan SharmaSoren ChristensenLeeanne CareyPublished in: NeuroImage (2014)
Keyphrases
- random forest
- lesion segmentation
- magnetic resonance imaging
- multiple sclerosis
- ischemic stroke
- magnetic resonance images
- mr images
- mri data
- decision trees
- medical images
- feature set
- brain mri
- multi label
- white matter
- clinical trials
- medical imaging
- ensemble methods
- manual segmentation
- feature selection
- magnetic resonance
- brain tissue
- automatic segmentation
- base classifiers
- diffusion tensor
- active shape model
- multi channel
- management system