That may be the case, but the other failure mode for early cancer testing is that you identify disease signals which will not turn out to be meaningful in the long run even without intervention. Iatrogenesis is a big problem with a lot of this stuff: the follow-on treatment for an epithelial precancer hit from your stomach is not harmless.

This is a reason I've read evidence based medicine people use for arguing against routine whole-body imaging.