Segmentation of MR images using neural nets.
D. L. ToulsonJames F. BoycePublished in: Image Vis. Comput. (1992)
Keyphrases
- mr images
- neural nets
- accurate segmentation
- medical images
- brain mr images
- magnetic resonance
- brain tumors
- partial volume
- mr brain
- intensity inhomogeneity
- brain structures
- magnetic resonance images
- dice similarity coefficient
- cardiac magnetic resonance
- mr imaging
- bias field
- feed forward
- mr brain images
- manual segmentation
- intensity distribution
- contrast enhanced
- quantitative measurements
- neural network
- back propagation
- nonrigid registration
- brain mri
- segmentation method
- brain tissue
- inter patient
- automatic segmentation
- inhomogeneity correction
- phantom images
- learning tasks
- tissue segmentation
- artificial neural networks
- medical imaging
- mri data
- lesion segmentation
- segmentation algorithm
- model based segmentation
- level set
- shape prior
- image segmentation
- image intensity
- image data
- ct images
- anatomical structures
- fully automatic
- automated segmentation