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Uncertainty-informed Mutual Learning for Joint Medical Image
  Classification and Segmentation

Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation

17 March 2023
Kai Ren
K. Zou
Xianjie Liu
Yidi Chen
Xuedong Yuan
Xiaojing Shen
Meng Wang
H. Fu
    EDL
ArXivPDFHTML

Papers citing "Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation"

3 / 3 papers shown
Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
L. J. L. Lopez
Shaza Elsharief
Dhiyaa Al Jorf
Firas Darwish
Congbo Ma
Farah E. Shamout
64
0
0
04 May 2025
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,109
0
06 Jun 2015
1