An automatic lesion segmentation method for fast spin echo magnetic resonance images using an ensemble of neural networks.
Andreas HadjiprocopisPaul S. ToftsPublished in: NNSP (2003)
Keyphrases
- segmentation method
- magnetic resonance images
- lesion segmentation
- neural network
- multiple sclerosis
- mr images
- medical images
- region growing
- magnetic resonance imaging
- ultrasound image segmentation
- manual segmentation
- image segmentation
- white matter
- medical imaging
- active contours
- automated segmentation
- active contour model
- energy function
- diffusion tensor
- segmented images
- atlas based segmentation
- segmentation result
- mri data
- pattern recognition
- brain tissue
- high resolution
- brain tumors
- fully automatic
- medical image analysis
- region merging
- watershed segmentation
- segmentation algorithm
- watershed transform
- model based segmentation
- level set method
- image data
- image registration
- markov random field
- intensity information
- brain structures
- multiscale
- magnetic resonance
- high quality
- computer vision