Unlocking the link: predicting cardiovascular disease risk with a focus on airflow obstruction using machine learning

Unlocking the link: predicting cardiovascular disease risk with a focus on airflow obstruction using machine learning

Abstract Background Respiratory diseases and Cardiovascular Diseases (CVD) often coexist, with airflow obstruction (AO) severity closely linked to CVD incidence and mortality. As both conditions rise, early identification and intervention in risk populations are crucial. However, current CVD risk mo...

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Bibliographic Details
Main Authors: Xiyu Cao, Jianli Ma, Xiaoyi He, Yufei Liu, Yang Yang, Yaqi Wang, Chuantao Zhang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Cardiovascular disease
Airflow obstruction
Co-morbidity
Machine learning
Prediction model
Online Access:https://doi.org/10.1186/s12911-025-02885-0
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