False positive diagnoses cause a huge amount of patient harm. New technologies should only be deployed on a widespread basis when they are justified based on solid evidence-based medicine criteria.
If it works poorly for black women and female women dont use it for them.
Or simply dont use it for the initial diagnosis. Use it after the normal diagnosis process as more of a validation step.
Anyways, this all points to the need to capture biological information as input or even having seperately models tuned to different factors.
Sure. Separate but equal, presumably.
This is what personalized medicine is, and it gets more individualistic than simply classifying people by race and gender. There are a lot of medical gains to be made here.