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An investigation into the impact of deep learning model choice on sex
  and race bias in cardiac MR segmentation

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
ArXivPDFHTML

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
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
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
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
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
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
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
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
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