The Annals of Translational Medicine (ATM) is putting up a call for new research and innovative ideas on the study of AI in medicine. Regarded as one of the hottest topics that the ATM is placing a huge focus on, all authors and articles are provided a spotlight to showcase their knowledge and studies with other experts. Interested authors may join the editorial board in leading special issues focusing on medical AI, or submit articles that demonstrate novelty in method and theory related to AI and computer science techniques. Any suggestions or ideas of medical AI topics that may spark debate and discussion are also welcome.