Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field.
Pallab Kanti RoyAlauddin BhuiyanAndrew L. JankePatricia M. DesmondTien Yin WongWalter P. AbhayaratnaElsdon StoreyKotagiri RamamohanaraoPublished in: Comput. Medical Imaging Graph. (2015)
Keyphrases
- markov random field
- multiple sclerosis
- white matter
- mr images
- magnetic resonance
- mri data
- magnetic resonance images
- higher order
- graph cuts
- human brain
- random fields
- brain mri
- clinical trials
- image restoration
- energy function
- pairwise
- medical images
- image segmentation
- corpus callosum
- diffusion tensor
- brain tissue
- diffusion tensor imaging
- semi automatic
- image intensity
- brain images
- tensor field
- fully automatic
- image data
- high quality
- medical image analysis
- contrast enhancement
- image registration
- ground truth