Radiology Education in the Era of Population-based Medicine in the United States.

Over the past several decades, the practice of radiology has undergone substantial change primarily related to advances in imaging technology, changes in the infrastructure of healthcare delivery, and evolution of reimbursement systems. Yet to a large extent, the educational system has not substantially changed. In this perspective, we discuss the need for radiology education to adapt and address these essential systems-based skills (business, quality, informatics, leadership, population-based medicine, and interprofessional teamwork) to ensure that future radiology graduates will thrive in this evolving healthcare environment.