Automated Segmentation of White Matter Lesions Using Global Neighbourhood Given Contrast Feature-Based Random Forest and Markov Random Field.
Pallab Kanti RoyAlauddin BhuiyanAndrew L. JankePatricia M. DesmondTien Yin WongElsdon StoreyWalter P. AbhayaratnaKotagiri RamamohanaraoPublished in: ICHI (2014)
Keyphrases
- markov random field
- random forest
- white matter
- automated segmentation
- magnetic resonance images
- human brain
- graph cuts
- decision trees
- higher order
- mri data
- feature set
- multi label
- image segmentation
- segmentation method
- ct scans
- pairwise
- energy function
- ensemble methods
- image analysis
- computer aided diagnosis
- statistical shape model
- mr images
- ground truth
- high resolution
- feature extraction