Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage.
Reza KakavandMehrdad PaliziPeyman TahghighiReza AhmadiNeha GianchandaniSamer AdeebRoberto SouzaW. Brent EdwardsAmin KomeiliPublished in: CoRR (2023)
Keyphrases
- articular cartilage
- shape modeling
- manual segmentation
- automated segmentation
- automatic segmentation
- shape model
- anatomical structures
- mr images
- fully automated
- medical image analysis
- deformable models
- active shape model
- magnetic resonance images
- gold standard
- ground truth
- medical images
- human experts
- statistical shape model
- segmentation algorithm
- magnetic resonance
- medical imaging
- clinical applications
- segmentation method
- computer vision
- fully automatic
- segmented images
- statistical models
- d objects
- multiscale