EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation

25 March 2024

Papers citing "EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation"

5 / 5 papers shown

Title
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise H. A. Mehrtens Alexander Kurz Tabea-Clara Bucher T. Brinker OOD UQCV 187 11 0 03 Jan 2023
Automated head and neck tumor segmentation from 3D PET/CT Andriy Myronenko M. R. Siddiquee Dong Yang Yufan He Daguang Xu 36 19 0 22 Sep 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 261 9,134 0 06 Jun 2015
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 175 2,577 0 28 Mar 2008