Bayesian Optimization of 2D Echocardiography Segmentation.
Son-Tung TranJoshua V. StoughXiaoyan ZhangChristopher M. HaggertyPublished in: CoRR (2022)
Keyphrases
- segmentation algorithm
- global optimization
- echocardiographic images
- optimization algorithm
- medical images
- level set
- optimization process
- image segmentation
- segmentation accuracy
- bayesian networks
- region growing
- segmentation method
- multiscale
- image analysis
- motion analysis
- edge detection
- shape prior
- object segmentation
- optimization procedure
- segmented images
- segmentation errors
- image regions
- probabilistic model
- prior information
- optimization scheme
- fully unsupervised
- minimum description length
- bayesian formulation