What you're describing sounds like Translational Science. Here are a few links to get you started:
There are a handful of schools that have graduate level degrees focused on Translational Science:
If you pursue this route, you'll probably find an overlap between life science departments (e.g. biochemistry, molecular biology, etc) and public health departments. I think what you're describing is a crucial, but often missing piece in the biomedical ecosystem.