Bayesian Uncertainty-Weighted Loss for Improved Generalisability on Polyp Segmentation Task.
Rebecca S. StonePedro Esteban Chavarrias-SolanoAndrew J. BulpittDavid C. HoggSharib AliPublished in: CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
- segmentation method
- multiscale
- level set
- image segmentation
- segmentation algorithm
- dempster shafer
- medical images
- decision theory
- bayesian estimation
- improved algorithm
- minimum description length
- image analysis
- brain mri
- segmentation accuracy
- posterior distribution
- object segmentation
- region growing
- bayesian networks
- segmentation errors
- optimal segmentation
- segmented images
- multiple objects
- uncertain data
- posterior probability
- medical imaging
- energy function
- maximum likelihood