Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors.
Fumin GuoMatthew NgGrey KulingGraham A. WrightPublished in: Medical Image Anal. (2022)
Keyphrases
- shape prior
- deep learning
- cardiac mri
- level set
- graph cuts
- active contours
- shape model
- deformable models
- image segmentation
- segmentation algorithm
- level set based segmentation
- object segmentation
- unsupervised learning
- segmentation method
- energy function
- global optimization
- statistical models
- physiological parameters
- machine learning
- bayesian framework
- prior knowledge
- prior information
- left ventricle
- active shape model
- left ventricular
- user interaction
- expectation maximization
- automatic segmentation