2D nnUNet for classification and segmentation of anatomical structures in fetal torso ultrasound.
Clara DachoDavid GabauerDavid BrunnerLukas FischerPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- anatomical structures
- medical images
- brain mri
- medical imaging
- medical imagery
- manual segmentation
- medical image analysis
- shape model
- ultrasound images
- anatomical landmarks
- dce mri
- shape analysis
- carotid artery
- pattern recognition
- deformable models
- imaging modalities
- shape prior
- magnetic resonance
- brain structures
- segmentation algorithm
- image segmentation
- machine learning
- magnetic resonance imaging
- clinical applications
- feature extraction
- image processing
- x ray
- mr images
- brain images
- thin plate spline
- magnetic resonance images
- neural network
- graph cuts
- brain mr images
- computer vision