Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
Yingcheng LiuNeerav KaraniS. Mazdak AbulnagaJunshen XuPatricia Ellen GrantEsra Abaci TurkPolina GollandPublished in: PIPPI@MICCAI (2023)
Keyphrases
- brain scans
- medical images
- brain mri
- anatomical structures
- mri images
- image segmentation
- medical imaging
- magnetic resonance images
- segmentation algorithm
- mumford shah
- magnetic resonance imaging
- carotid artery
- region growing
- ultrasound images
- level set
- tissue segmentation
- shape prior
- variational framework
- bias field
- multiscale
- segmentation method
- image analysis
- mri data
- intensity distribution
- mr imaging
- fully automatic
- mr images
- prior information
- high resolution
- phase contrast
- partial volume
- brain tumors
- regularization parameter
- automatic segmentation
- spatio temporal
- mumford shah functional
- energy function
- deformable models
- positron emission tomography
- manual segmentation
- perturbation method
- brain tumor segmentation