You're probably aware, but CAD is a staple of modern mammo interpretation workflows. Products like Hologic ImageChecker CAD.
Mammogram analysis is an essential first-line, but I think doctors need better insight in treatment options and finer stratification. An early Atypical Ductal Hyperplasia, for example, is usually treated as pre-pre-cancer, but we might be able to identify a subtype of these lesions that progress on to more aggressive stages.