Brain tumour segmentation using a triplanar ensemble of U-Nets.
Vaanathi SundaresanLudovica GriffantiMark JenkinsonPublished in: CoRR (2021)
Keyphrases
- medical images
- caudate nucleus
- brain mr images
- segmentation algorithm
- image segmentation
- brain structures
- brain tumors
- segmentation method
- level set
- brain images
- mri brain images
- cerebrospinal fluid
- training data
- ensemble learning
- anatomical features
- human brain
- probabilistic atlas
- image analysis
- tissue segmentation
- object segmentation
- shape prior
- medical imaging
- segmentation accuracy
- training set
- brain mri
- feature selection
- brain atlas
- magnetic resonance images
- random forest
- ensemble methods
- ct images
- fully automatic
- mr images