Machine Learning-Based Cardiovascular Disease Prediction Model: A Cohort Study on the Korean National Health Insurance Service Health Screening Database

Background: This study proposes a cardiovascular diseases (CVD) prediction model using machine learning (ML) algorithms based on the National Health Insurance Service-Health Screening datasets. Methods: We extracted 4699 patients aged over 45 as the CVD group, diagnosed according to the internationa...

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Detalles Bibliográficos
Autores principales: Kim, Joung Ouk (Ryan), Jeong, Yong-Suk, Kim, Jin Ho, Lee, Jong-Weon, Park, Dougho, Kim, Hyoung-Seop
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229422/
https://www.ncbi.nlm.nih.gov/pubmed/34070504
http://dx.doi.org/10.3390/diagnostics11060943

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229422/
https://www.ncbi.nlm.nih.gov/pubmed/34070504
http://dx.doi.org/10.3390/diagnostics11060943

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