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

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink +3

In medical imaging, artificial intelligence (AI) is increasingly being used to automate routine tasks. However, these algorithms can exhibit and exacerbate biases which lead to dis…