Generative AI mitigates representation bias and improves model fairness through synthetic health data
Table 4
Results of downstream regression task on gender-conditioned data, based on Mean Absolute Error (MAE), with standard deviation shown in brackets. Biased Real represents the real datatset from which we have removed 80% of the data from female patients.