On biases in a uk biobank-based retinal image classification model

A Alloula, R Mustafa, DR McGowan… - MICCAI Workshop on …, 2024 - Springer
Recent work has uncovered alarming disparities in the performance of machine learning
models in healthcare. In this study, we explore whether such disparities are present in the …

A Survey on Optimization and Machine-learning-based Fair Decision Making in Healthcare

Z Chen, WJ Marrero - medRxiv, 2024 - medrxiv.org
Background. Unintended biases introduced by optimization and machine learning (ML)
models are of great interest to medical professionals. Bias in healthcare decisions can …

On Biases in a UK Biobank-Based Retinal Image Classification Model

BW Papież - Ethics and Fairness in Medical Imaging: Second …, 2025 - books.google.com
Recent work has uncovered alarming disparities in the performance of machine learning
models in healthcare. In this study, we explore whether such disparities are present in the …