this post was submitted on 03 Jul 2025
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Though I get the point, I would caution against calling "racism!" on AI not being able to detect molea or cancers well on people with darker skin; its harder to see darker areas on darker skins. That is physics, not racism
The racism is in training on white patients only, not in the abilities of the AI in this case.
It's still not racism. The article itself says there is a lack of diversity in the training data. Training data will consist of 100% "obvious" pictures of skin cancers which is most books and online images I've looked into seems to be majority fair skinned individuals.
"...such algorithms perform worse on black people, which is not due to technical problems, but to a lack of diversity in the training data..."
Calling out things as racist really works to mask what a useful tool this could be to help screen for skin cancers.
Only if you're using shitty training data