Automated MRI based pipeline for segmentation and prediction of grade, IDH mutation and 1p19q co-deletion in glioma.
Milan DecuyperStijn BonteKarel DeblaereRoel Van HolenPublished in: Comput. Medical Imaging Graph. (2021)
Keyphrases
- brain tumors
- brain scans
- low grade
- medical images
- magnetic resonance imaging
- mri images
- brain mri
- magnetic resonance images
- mr images
- automated segmentation
- image segmentation
- magnetic resonance
- prediction accuracy
- medical imaging
- segmentation algorithm
- manual segmentation
- segmentation method
- fully automatic
- fully automated
- mri data
- automated analysis
- mri scans
- breast mri
- prostate cancer
- evolutionary algorithm
- genetic algorithm ga
- genetic algorithm
- brain tumor segmentation
- multiscale
- image analysis
- tissue segmentation
- brain atlas
- processing pipeline
- level set
- brain structures
- mr imaging
- accurate segmentation
- computer aided
- brain tissue
- medical image analysis
- deformable models
- carotid artery
- partial volume
- dce mri
- differential evolution
- intra subject
- magnetic resonance angiography
- intensity distribution
- brain images
- segmented images