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Bayesian Uncertainty-Weighted Loss for Improved Generalisability on Polyp Segmentation Task.
Rebecca S. Stone
Pedro Esteban Chavarrias-Solano
Andrew J. Bulpitt
David C. Hogg
Sharib Ali
Published in:
CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
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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