Research and applications: Three-dimensional morphological and signal intensity features for detection of intervertebral disc degeneration from magnetic resonance images.
Ales NeubertJurgen FrippCraig EngstromDuncan WalkerMarc-André WeberRaphael SchwarzStuart CrozierPublished in: J. Am. Medical Informatics Assoc. (2013)
Keyphrases
- magnetic resonance images
- three dimensional
- mr images
- medical images
- partial volume
- magnetic resonance imaging
- image features
- white matter
- high resolution
- image processing
- bias field
- medical imaging
- pixel intensities
- brain tissue
- brain mri
- mri data
- intensity distribution
- image sequences
- tissue segmentation
- feature space
- feature extraction
- multiple sclerosis lesions
- machine learning
- low signal to noise ratio
- mri images
- image intensity
- denoising
- mathematical morphology