Automatic Human Knee Cartilage Segmentation from Multi-contrast MR Images Using Extreme Learning Machines and Discriminative Random Fields.
Kunlei ZhangWenmiao LuPublished in: MLMI (2011)
Keyphrases
- ct images
- mr images
- medical images
- articular cartilage
- extreme learning machines
- magnetic resonance
- accurate segmentation
- manual segmentation
- medical imaging
- magnetic resonance images
- contrast enhanced
- discriminative random fields
- brain mr images
- anatomical structures
- brain tumors
- partial volume
- medical image analysis
- dice similarity coefficient
- mri data
- magnetic resonance imaging
- mr brain
- brain mri
- brain structures
- brain tissue
- lesion segmentation
- mr imaging
- intensity inhomogeneity
- brain images
- computer aided diagnosis
- inhomogeneity correction
- nonrigid registration
- computer assisted
- brain segmentation
- phantom images
- tissue segmentation
- quantitative measurements
- mr brain images
- bias field
- fully automatic
- cardiac magnetic resonance
- segmentation algorithm
- automated segmentation
- markov random field
- intensity distribution
- semi automatic
- atlas based segmentation
- segmentation method
- multiple sclerosis
- white matter
- higher order