Cox Proportional Hazard Regression Versus a Deep Learning Algorithm in the Prediction of Dementia: An Analysis Based on Periodic Health Examination

Woo Jung Kim   ^{1, 2, 3 *} , MD, PhD ;   Ji Min Sung   ^{4 *} , PhD ;   David Sung   ⁵ , MS ;   Myeong-Hun Chae   ⁶ , PhD ;   Suk Kyoon An   ^{2, 7} , MD, PhD ;   Kee Namkoong   ^{2, 7} , MD, PhD ;   Eun Lee   ^{2, 7} , MD, PhD ;   Hyuk-Jae Chang   ^{4, 8} , MD, PhD

¹ Department of Psychiatry, Myongji Hospital, Hanyang University College of Medicine, Goyang, Republic of Korea

² Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea

³ Gyeonggi Provincial Dementia Center, Suwon, Republic of Korea

⁴ Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea

⁵ Data Science Team, kt NexR, Seoul, Republic of Korea

⁶ AI R&D Lab of Selvas AI, Inc, Seoul, Republic of Korea

⁷ Department of Psychiatry, Yonsei University College of Medicine, Seoul, Republic of Korea

⁸ Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea

*these authors contributed equally