Development of machine learning-based models to predict 10-year risk of cardiovascular disease: a prospective cohort study

Background Previous prediction algorithms for cardiovascular diseases (CVD) were established using risk factors retrieved largely based on empirical clinical knowledge. This study sought to identify predictors among a comprehensive variable space, and then employ machine learning (ML) algorithms to...

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Bibliographic Details

Published in:	Stroke and Vascular Neurology
Main Authors:	Yu Guo, Jin-Tai Yu, Ming Yang, Wei Cheng, Hui-Fu Wang, Jia You, Ju-Jiao Kang, Jian-Feng Feng
Format:	Article
Language:	English
Published:	BMJ Publishing Group
Online Access:	https://svn.bmj.com/content/early/2023/04/26/svn-2023-002332.full