Post hoc calibration of medical segmentation models

Abstract Background and objective Deep neural networks have become state-of-the-art in medical image segmentation. However, the calibration of these models is an often overlooked aspect of the model’s performance, even though calibrated outputs communicate an intuitive measure of uncertainty toward...

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Bibliographic Details
Main Authors: Axel-Jan Rousseau, Thijs Becker, Simon Appeltans, Matthew Blaschko, Dirk Valkenborg
Format: Article
Language:English
Published: Springer 2025-02-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-06587-0
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