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A Study of Demographic Bias in CNN-based Brain MR Segmentation

A Study of Demographic Bias in CNN-based Brain MR Segmentation

13 August 2022
Stefanos Ioannou
Hana Chockler
A. Hammers
A. King
ArXivPDFHTML

Papers citing "A Study of Demographic Bias in CNN-based Brain MR Segmentation"

3 / 3 papers shown
Title
Quantifying the Impact of Population Shift Across Age and Sex for
  Abdominal Organ Segmentation
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation
Kate Čevora
Ben Glocker
Wenjia Bai
OOD
34
0
0
08 Aug 2024
Evaluating the Fairness of Deep Learning Uncertainty Estimates in
  Medical Image Analysis
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis
Raghav Mehta
Changjian Shui
Tal Arbel
26
12
0
06 Mar 2023
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
355
4,237
0
23 Aug 2019
1