Prediction of Coronary Artery Calcium Score Using Machine Learning in a Healthy Population

Prediction of Coronary Artery Calcium Score Using Machine Learning in a Healthy Population

Background: Coronary artery calcium score (CACS) is a reliable predictor for future cardiovascular disease risk. Although deep learning studies using computed tomography (CT) images to predict CACS have been reported, no study has assessed the feasibility of machine learning (ML) algorithms to predi...

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Bibliographic Details
Main Authors: Jongseok Lee, Jae-Sung Lim, Younggi Chu, Chang Hee Lee, Ohk-Hyun Ryu, Hyun Hee Choi, Yong Soon Park, Chulho Kim
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Journal of Personalized Medicine
Subjects:
cardiovascular disease
machine learning
coronary artery calcium score
coronary computed tomography angiography
Online Access:https://www.mdpi.com/2075-4426/10/3/96

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https://www.mdpi.com/2075-4426/10/3/96

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