Knee osteoarthritis prediction on MR images using cartilage damage index and machine learning methods.
Yaodong DuJuan ShanMing ZhangPublished in: BIBM (2017)
Keyphrases
- biomechanical model
- mr images
- machine learning methods
- articular cartilage
- manual segmentation
- magnetic resonance
- magnetic resonance images
- medical images
- machine learning
- prediction accuracy
- machine learning approaches
- machine learning algorithms
- mri data
- ensemble methods
- accurate segmentation
- mr imaging
- nonrigid registration
- image data
- brain mr images
- statistical methods
- phantom images
- brain tumors
- computer assisted
- brain tissue
- intensity inhomogeneity
- prostate cancer
- brain segmentation
- inhomogeneity correction
- partial volume
- surface based registration
- contrast enhanced
- computer aided diagnosis
- learning algorithm