Search Results for author: Theodore Barfoot

Found 2 papers, 2 papers with code

Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation

1 code implementation11 Mar 2024 Theodore Barfoot, Luis Garcia-Peraza-Herrera, Ben Glocker, Tom Vercauteren

Using mL1-ACE, we reduce average and maximum calibration error by 45% and 55% respectively, maintaining a Dice score of 87% on the BraTS 2021 dataset.

Image Segmentation Medical Image Segmentation +2

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