Constructing causal pathways for premature cardiovascular disease mortality using directed acyclic graphs with integrating evidence synthesis and expert knowledge

Constructing causal pathways for premature cardiovascular disease mortality using directed acyclic graphs with integrating evidence synthesis and expert knowledge

Abstract Cardiovascular disease (CVD) is a major global cause of premature mortality. While multiple studies propose CVD mortality prediction models based on regression frameworks, incorporating causal understanding through causal inference approaches can enhance accuracy. This paper demonstrates a...

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Bibliographic Details
Main Authors: Wan Shakira Rodzlan Hasani, Kamarul Imran Musa, Xin Wee Chen, Kueh Yee Cheng
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Cardiovascular diseases
Premature mortality
Causality
Epidemiology
DELPHI
Online Access:https://doi.org/10.1038/s41598-024-80091-0
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https://doi.org/10.1038/s41598-024-80091-0

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