NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique.
Leonardo RundoCarmelo MilitelloAndrea TangherloniGiorgio RussoSalvatore VitabileMaria Carla GilardiGiancarlo MauriPublished in: Int. J. Imaging Syst. Technol. (2018)
Keyphrases
- fully automatic
- brain tumors
- machine learning
- mri data
- magnetic resonance images
- mri images
- mr images
- brain tissue
- mri scans
- information extraction
- fully automated
- semi automatic
- magnetic resonance
- tumor segmentation
- medical image analysis
- medical images
- brain images
- deformable registration
- pattern recognition
- magnetic resonance imaging
- low contrast
- texture image segmentation
- tumor growth
- brain tumor segmentation
- manual segmentation
- left ventricle
- white matter
- image data
- computer vision
- image guided
- medical imaging
- magnetic resonance spectroscopy