Scatter Plot from Scientific Research

In-distribution fairness gap (in percentage) between the best and worst performing hospital versus overall prediction accuracy for the presence of breast cancer metastases in histopathology images on n = 33,560 samples. In the less skewed setting, we included 1,000 labeled samples from hospitals 3 and 4, while in the more skewed setting we included only 100 samples.

DOI