But what if most "masses" are cysts or other harmless structures that form during the 80 years we're walking around? I think that after about their 3rd useless biopsy people start to feel the problem with this.

Of course we can keep tuning and tuning the models, but in the limit it may well make more sense to wait for symptoms. At least that is the current experience.

Now maybe this machine will make sense in screening age 55+, 20 year+, 2 pack+ smokers for Lung lesions (where a much large portion of detected lesions are true positives). We do this currently with CT and this may be better or cheaper. But it doesn't look like it is, and it looks like far (very far) lower res than MRI (often the follow-up of a CT-scan).