Customized use of Expectation Maximization for Glioma Identication from Brain MRIs.
Nidhi GuptaPushpraj BhatelePritee KhannaPublished in: MLDM (1) (2019)
Keyphrases
- magnetic resonance images
- brain tumors
- expectation maximization
- brain tissue
- low grade
- em algorithm
- nerve fibers
- medical image analysis
- mri scans
- mr images
- manual segmentation
- medical images
- mixture model
- brain atlas
- automatic segmentation
- brain mri
- probabilistic model
- parameter estimation
- magnetic resonance imaging
- medical imaging
- maximum likelihood estimation
- generative model
- gaussian mixture model
- human brain
- mri data
- prostate cancer
- maximum likelihood
- image segmentation
- high resolution
- white matter
- probability density function
- gaussian mixture
- brain structures
- clustering algorithm
- magnetic resonance
- multiple sclerosis
- ground truth
- diffusion tensor
- eeg signals
- clinical data
- k means
- high dimensional
- image processing