3D segmentation of masses in DCE-MRI images using FCM and adaptive MRF.
Chengjie ZhangLihua LiPublished in: Medical Imaging: Image Processing (2014)
Keyphrases
- segmentation algorithm
- segmentation method
- dce mri
- image analysis
- unsupervised segmentation
- fully automatic
- edge detection
- accurate segmentation
- segmentation accuracy
- image data
- three dimensional
- textured images
- markov random field
- image segmentation
- input image
- contrast enhancement
- active contour model
- graph cuts
- mri data
- benign and malignant
- computer aided diagnosis
- segmentation result
- energy function
- automated segmentation
- contrast agent
- image registration
- multiscale
- curve fitting
- mr imaging
- shape prior
- atlas based segmentation
- motion correction
- dynamic contrast enhanced mri
- intensity distribution
- anatomical structures
- fuzzy c means
- computer vision
- energy minimization
- computer aided
- mr images
- medical images
- higher order
- support vector
- decision trees