Associations between all-cause and ischemic heart disease mortality and long-term ambient ultrafine particles exposure: a comparison of statistical and machine learning exposure models

Associations between all-cause and ischemic heart disease mortality and long-term ambient ultrafine particles exposure: a comparison of statistical and machine learning exposure models

Background: Evidence about the health effects of ultrafine particles (UFPs) remains limited, especially due to challenges in estimating exposure in epidemiological studies. Objective: We estimated the associations between annual mean UFPs and all-cause and ischemic heart disease (IHD) mortality and...

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Bibliographic Details
Main Authors: Julien Vachon, Audrey Smargiassi, Keith Van Ryswyk, Éric Lavigne, Elhadji Anassour Laouan Sidi, Claudia Blais, Stéphane Buteau
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Environment International
Subjects:
Ultrafine particles
Mortality
Machine learning
Exposure assessment
Air pollution
Online Access:http://www.sciencedirect.com/science/article/pii/S016041202500337X
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