I agree with you. It's a double edged sword. It's good because if you want to put something like this into clinical use, physicians are going to be skeptical if it's not interpetable. It's bad because, if humans have already identified the relevant structural relationships, there is less likely to be a big breakthrough. Nevertheless, one could imagine a model identifying features that humans wouldn't consider even within the structures that we already know about.