Unsupervised bias discovery in medical image segmentation

Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla +2

It has recently been shown that deep learning models for anatomical segmentation in medical images can exhibit biases against certain sub-populations defined in terms of protected…