Supervised machine learning-based classification scheme to segment the brainstem on MRI in multicenter brain tumor treatment context.
Jose DolzAnne LaprieSoléakhéna KenHenri-Arthur LeroyNicolas ReynsLaurent MassoptierMaximilien VermandelPublished in: Int. J. Comput. Assist. Radiol. Surg. (2016)
Keyphrases
- classification scheme
- brain tumors
- supervised machine learning
- magnetic resonance images
- mr images
- mri images
- classification schemes
- brain tissue
- magnetic resonance
- medical images
- deformable registration
- manually annotated
- magnetic resonance imaging
- mri scans
- classification method
- high resolution
- reinforcement learning
- medical image analysis
- medical imaging
- brain images
- high quality
- decision trees
- clustering algorithm
- machine learning