AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification.
Daniel CsillagLucas Monteiro PaesThiago RamosJoão Vitor RomanoRodrigo SchullerRoberto de Beauclair SeixasRoberto I. OliveiraPaulo OrensteinPublished in: AAAI (2023)
Keyphrases
- volume data
- prediction accuracy
- segmentation algorithm
- segmentation method
- image segmentation
- level set
- image slices
- medical images
- quantitative evaluation
- region growing
- multiscale
- shape prior
- prediction model
- object segmentation
- grey level
- prediction algorithm
- volume rendering
- edge detection
- brain mri
- prediction intervals
- motion segmentation
- background subtraction
- segmented images
- segmentation accuracy
- image volumes
- probabilistic model