GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation.
Spyridon BakasKe ZengAristeidis SotirasSaima RathoreHamed AkbariBilwaj GaonkarMartin RozyckiSarthak PatiChristos DavatzikosPublished in: Brainles@MICCAI (2015)
Keyphrases
- mri segmentation
- brain tumors
- magnetic resonance images
- tumor growth
- mri images
- gradient boosting
- deformable registration
- mr images
- medical image analysis
- medical images
- brain tissue
- cancer treatment
- fuzzy c means
- magnetic resonance imaging
- loss function
- image segmentation
- manual segmentation
- medical imaging
- magnetic resonance
- mri data
- white matter
- level set
- pattern recognition
- decision trees
- energy function
- image registration
- image analysis