Bayesian uncertainty-weighted loss for improved generalisability on polyp segmentation task.
Rebecca S. StonePedro Esteban Chavarrias-SolanoAndrew J. BulpittDavid C. HoggSharib AliPublished in: CoRR (2023)
Keyphrases
- segmentation algorithm
- level set
- segmentation method
- decision theory
- image segmentation
- minimum description length
- bayesian estimation
- image analysis
- medical images
- bayesian networks
- segmentation accuracy
- color images
- multiscale
- grey level
- object segmentation
- bayesian learning
- segmentation errors
- pixel level
- uncertain data
- shape prior
- region growing
- fully automatic
- medical imaging
- graph cuts