Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models.
Alexander Schmidt-RichbergTom BroschNicole SchadewaldtTobias KlinderAngelo CavallaroIbtisam SalimDavid RoundhillAris PapageorghiouCristian LorenzPublished in: FIFI/OMIA@MICCAI (2017)
Keyphrases
- deformable models
- carotid artery
- medical images
- shape prior
- anatomical structures
- ultrasound images
- image segmentation
- volumetric images
- statistical shape
- medical image analysis
- object boundaries
- cardiac mr
- deformable contour
- medical imaging
- manual segmentation
- atlas construction
- segmentation algorithm
- object segmentation
- shape modeling
- external force
- level set method
- snake model
- segmentation method
- mr images
- speckle noise
- ct images
- region growing
- imaging modalities
- image analysis
- speckle reduction
- computed tomography
- fully automatic
- transrectal ultrasound
- clinical applications
- magnetic resonance
- mumford shah functional
- magnetic resonance imaging
- active shape model
- ct scans
- soft tissue
- computer vision
- magnetic resonance images