A systematic study of race and sex bias in CNN-based cardiac MR
segmentation

A systematic study of race and sex bias in CNN-based cardiac MR segmentation

4 September 2022

Esther Puyol-Antón

Papers citing "A systematic study of race and sex bias in CNN-based cardiac MR segmentation"

9 / 9 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 44 0 0 21 Mar 2025
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms D. Stojanovski Mariana da Silva P. Lamata A. Beqiri Alberto Gomez MedIm DiffM 25 1 0 28 Sep 2024
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation Kate Čevora Ben Glocker Wenjia Bai OOD 26 0 0 08 Aug 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 14 1 0 05 Aug 2024
An Investigation Into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features Mohamed Huti Tiarna Lee Elinor Sawyer Andrew P. King 13 3 0 29 Sep 2023
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation Tiarna Lee Esther Puyol-Antón B. Ruijsink Keana Aitcheson Miaojing Shi A. King 30 8 0 25 Aug 2023
A Study of Age and Sex Bias in Multiple Instance Learning based Classification of Acute Myeloid Leukemia Subtypes Ario Sadafi Matthias Hehr Nassir Navab Carsten Marr 11 2 0 24 Aug 2023
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations Aaron S. Coyner Praveer Singh James M. Brown S. Ostmo R. P. Chan Michael F. Chiang Jayashree Kalpathy-Cramer J. Peter Campbell 19 3 0 28 Sep 2021
Deep learning for cardiac image segmentation: A review C. L. P. Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 674 0 09 Nov 2019