Digital health is emerging as a primary technological component of health care. This workshop explored policy and research topics  on the role of artificial intelligence (AI) in diagnosis. Participants examined steps to improve the development and deployment of AI algorithms that ensure the equitable, secure, and safe diagnostic use of the technology.