Turning Bias into Insight: Treating Biased Medical Data as Cultural Artifacts in AI Healthcare Systems
In recent times, there has been a paradigm shift in the approach to biased data in AI healthcare systems. Researchers now argue against the long-held belief of "garbage in, garbage out”, calling for a more nuanced perspective that considers these biases as constructive and informative archeological relics. By refusing to discard them outrightly, we can…