The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties.
Pedro BorgesRichard ShawThomas VarsavskyKerstin KläserDavid ThomasIvana DrobnjakSébastien OurselinManuel Jorge CardosoPublished in: SASHIMI@MICCAI (2021)
Keyphrases
- brain segmentation
- magnetic resonance imaging
- mr images
- brain tissue
- brain images
- magnetic resonance images
- manual segmentation
- subcortical structures
- anatomical structures
- mri data
- computer science
- automatic segmentation
- medical images
- magnetic resonance
- image analysis
- medical image analysis
- higher order
- image data