Key Message
In this study, we developed algorithms to identify acute myocardial infarction (AMI) and stroke events from the Korean National Health insurance Service database. To validate them, we conducted retrospective review of medical records across 24 hospitals throughout Korea. The overall positive predictive values for the first and recurrent AMI events were around 92% and 78%, respectively, while those for the first and recurrent stroke events were around 88% and 81%, respectively.
Citations
Citations to this article as recorded by

- Cardiovascular Risk Among Stroke Survivors With Combustible and Electronic Cigarettes: A Nationwide Study in Korean Men
Joonsang Yoo, Jimin Jeon, Minyoul Baik, Yun Young Choi, Jinkwon Kim
Journal of the American Heart Association.2026;[Epub] CrossRef - Blood pressure status and risk of cardiovascular disease in older adults aged 75+ without prior cardiovascular events: a nationwide cohort study
Sangwon Choi, Kyung-Do Han, Kyung-Ho Yu, Byung-Chul Lee, Mi Sun Oh, Dae Young Cheon, Minwoo Lee
European Journal of Preventive Cardiology.2026;[Epub] CrossRef - Constipation and risk of death and cardiovascular events in patients on hemodialysis
Sang Cheol Park, Juyoung Jung, Young Eun Kwon, Song In Baeg, Dong-Jin Oh, Do Hyoung Kim, Young-Ki Lee, Hye Min Choi
Kidney Research and Clinical Practice.2025; 44(1): 155. CrossRef - Body Mass Index Changes and Femur Fracture Risk in Parkinson's Disease: National Cohort Study
Sung‐Ho Ahn, Hye Sun Lee, Jun‐Hyuk Lee
Journal of Cachexia, Sarcopenia and Muscle.2025;[Epub] CrossRef - Confidence-linked and uncertainty-based staged framework for phenotype validation using large language models
Sumin Lee, Hyeok-Hee Lee, Hokyou Lee, Kyu Sun Yum, Jang-Hyun Baek, Jaewon Khil, Jaeyong Lee, Sojung Shin, Minsung Cho, Na Yeon Ahn, Seng Chan You, Hyeon Chang Kim
Journal of the American Medical Informatics Association.2025; 32(8): 1320. CrossRef - Cardiovascular risk across blood pressure categories defined by the 2024 ESC and 2023 ESH hypertension guidelines: insights from a Korean nationwide cohort study
Dae young Cheon, Kyung-do Han, Yeon Jung Lee, Jeen Hwa Lee, Myung Soo Park, Sook Jin Lee, Seongwoo Han, Jae Hyuk Choi, Minwoo Lee
European Journal of Preventive Cardiology.2025;[Epub] CrossRef - Cumulative Cardiovascular Health Score Through Young Adulthood and Cardiovascular and Kidney Outcomes in Midlife
Jong Hyun Jhee, Kyoung Hwa Ha, Dasom Son, Hyeok-Hee Lee, Eun-Jin Kim, Hyeon Chang Kim, Hokyou Lee
JAMA Cardiology.2025; 10(11): 1207. CrossRef - Incidence and case fatality of stroke in Korea, 2011-2020
Jenny Moon, Yeeun Seo, Hyeok-Hee Lee, Hokyou Lee, Fumie Kaneko, Sojung Shin, Eunji Kim, Kyu Sun Yum, Young Dae Kim, Jang-Hyun Baek, Hyeon Chang Kim
Epidemiology and Health.2023; 46: e2024003. CrossRef