A Competency Framework for Medical AI Education: Mixed Methods Study

Chang Cai   ^{1, 2} , MAS ;   Gaoxia Zhu   ³ , PhD ;   Shang-Ming Zhou   ⁴ , PhD ;   Olivia Ng   ^{1, 2} , PhD ;   Jamie Duell   ^{5, 6} , PhD ;   Weng Kin Ho   ³ , PhD ;   Daisy Minghui Chen   ¹ , MAS ;   Bernett Lee   ^{1, 7, 8} , PhD ;   Fang Li   ⁹ , PhD ;   Siyuan Liu   ⁹ , PhD ;   Vidya Sudarshan   ⁹ , PhD ;   Li Rong Wang   ^{9, 10} , BSc ;   Chanwoo Choi   ⁹ , MAS ;   Xiuiyi Fan   ^{1, 2, 9, 11} , PhD

¹ Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

² National Health Group, Singapore, Singapore

³ National Institute of Education, Nanyang Technological University, Singapore, Singapore

⁴ Center for Health Technology, Faculty of Health, University of Plymouth, Plymouth, United Kingdom

⁵ School of Computing and Digital Technologies, Sheffield Hallam University, Sheffield, United Kingdom

⁶ Centre of Excellence in AI and Robotics, Sheffield Hallam University, Sheffield, United Kingdom

⁷ Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore

⁸ Infectious Disease Labs (ID Labs), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore

⁹ College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore

¹⁰ Centre for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore

¹¹ Centre of AI in Medicine, Nanyang Technological University, Singapore, Singapore