Screening is hard work and tedious, so even trained professionals regularly miss things. TP incidence rate is under 1% in the screening population.
There have been studies showing significant improvement from double-reading mammo, for example (i.e. two radiologists, independently). Using an ML approach is trying to give you some or all of this benefit without the cost of redundant reads.
There have been studies showing significant improvement from double-reading mammo, for example (i.e. two radiologists, independently). Using an ML approach is trying to give you some or all of this benefit without the cost of redundant reads.