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An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation
25 August 2023
Tiarna Lee
Esther Puyol-Antón
B. Ruijsink
Keana Aitcheson
Miaojing Shi
A. King
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Papers citing
"An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation"
8 / 8 papers shown
Title
Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR Segmentation
Tiarna Lee
Esther Puyol-Antón
B. Ruijsink
Miaojing Shi
Andrew King
49
0
0
21 Mar 2025
Investigating Gender Bias in Lymph-node Segmentation with Anatomical Priors
R. C. Brioso
D. Dei
N. Lambri
P. Mancosu
M. Scorsetti
Daniele Loiacono
19
0
0
24 Sep 2024
An investigation into the causes of race bias in AI-based cine CMR segmentation
Tiarna Lee
Esther Puyol-Antón
B. Ruijsink
S. Roujol
Theodore Barfoot
S. Ogbomo-Harmitt
Miaojing Shi
Andrew P. King
16
1
0
05 Aug 2024
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks
Lujing Zhang
Aaron Roth
Linjun Zhang
FaML
19
6
0
03 May 2024
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation
Zikang Xu
Fenghe Tang
Quan Quan
Qingsong Yao
S. Kevin Zhou
43
3
0
08 Mar 2024
Inspecting Model Fairness in Ultrasound Segmentation Tasks
Zikang Xu
Fenghe Tang
Quan Quan
Jianrui Ding
C. Ning
S. Kevin Zhou
27
0
0
05 Dec 2023
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review
Zikang Xu
Jun Li
Yongshuo Zong
Han Li
Qingsong Yao
S. Kevin Zhou
49
14
0
27 Sep 2022
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
323
4,212
0
23 Aug 2019
1