Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI.
Vincent CouteauxMathilde TrintignacOlivier NempontGuillaume PizaineAnna Sesilia VlachomitrouPierre-Jean ValetteLaurent MilotIsabelle BlochPublished in: CoRR (2021)
Keyphrases
- learning strategies
- brain scans
- medical images
- probabilistic atlas
- ct images
- brain mri
- online learning
- magnetic resonance imaging
- mri images
- level set
- magnetic resonance images
- image segmentation
- active learning
- segmentation algorithm
- brain tumors
- medical imaging
- computer based instruction
- organ segmentation
- tissue segmentation
- computer tomography
- blended learning
- mr images
- segmentation method
- brain tumor segmentation
- computed tomography
- region growing
- intensity distribution
- brain structures
- automatic segmentation
- contrast enhanced
- magnetic resonance
- phase contrast
- ct data
- ct scans
- fully automatic
- collaborative learning
- image registration
- organ motion
- training data