Uncertainty Estimation in Deep 2D Echocardiography Segmentation.
Lavsen DahalAayush KafleBishesh KhanalPublished in: CoRR (2020)
Keyphrases
- echocardiographic images
- image segmentation
- multiscale
- level set
- fully automatic
- brain mri
- optical flow estimation
- partial volume
- medical images
- robust parameter estimation
- segmentation method
- motion segmentation
- maximum likelihood criterion
- maximum a posteriori estimation
- orientation estimation
- fully unsupervised
- left ventricle
- object segmentation
- region growing
- conditional probabilities
- segmentation algorithm
- image analysis
- decision theory
- segmented images
- segmentation accuracy
- robust optimization
- belief functions
- ultrasound images
- piece wise
- motion analysis