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

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 methodolo...

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Bibliographic Details
Published in:SCIENTIFIC REPORTS
Main Authors: Hasani, Wan Shakira Rodzlan; Musa, Kamarul Imran; Chen, Xin Wee; Cheng, Kueh Yee
Format: Article
Language:English
Published: NATURE PORTFOLIO 2024
Subjects:
Online Access:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001361675800039