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Having worked briefly in the medical fields in the 1990s, there is some sort of "greedy matching" being pursued, so once 1-2 well-known symptoms are recognized that can be associated with diseases, the standard interventions to cure are initiated.

A more "proper" approach would be to work with sets of hypotheses and to conduct tests to exclude alternative explanations gradually - which medics call "DD" (differential diagnosis). Sadly, this is often not systematically done, and instead people jump on the first diagnosis and try if the intervention "fixes" things.

So I agree there are huge gains from "low hanging fruits" to be expected in the medical domain.



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