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Audrey Smargiassi

University of Montreal

C.P. 6128 succursale Centre-ville

Montreal, H3C 3J7

Canada

  • University of Montreal

SCHOLARLY PAPERS

3

DOWNLOADS

114

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

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

Number of pages: 22 Posted: 20 Feb 2025
Julien Vachon, Audrey Smargiassi, Keith Van Ryswyk, Eric Lavigne, Elhadji Anassour Laouan-Sidi, Claudia Blais and Stéphane Buteau
affiliation not provided to SSRN, University of Montreal, Government of Canada - Health Canada, Government of Canada - Health Canada, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Montreal
Downloads 40 (1,183,237)

Abstract:

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Ultrafine particles, Mortality, Machine learning, Exposure assessment, Air pollution

2.

Spatial and Spatiotemporal Modeling of Intra-Urban Ultrafine Particles: A Comparison of Linear, Nonlinear, Regularized, and Machine Learning Methods

Number of pages: 38 Posted: 15 Jun 2024
Julien Vachon, Stéphane Buteau, Ying Liu, Keith Van Ryswyk, Marianne Hatzopoulou and Audrey Smargiassi
University of Montreal, University of Montreal, University of Montreal, Government of Canada - Health Canada, University of Toronto and University of Montreal
Downloads 37 (1,222,651)
Citation 2

Abstract:

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Machine Learning, Statistical methods, Ultrafine particles, Spatiotemporal modelling, Land use regression, Mobile monitoring

3.

Long-Term Exposure to Traffic-Related Air Pollution and Stroke: A Systematic Review and Meta-Analysis

Number of pages: 77 Posted: 30 Sep 2022
Pascale Haddad, Meltem Kutlar Joss, Jennifer Weuve, Danielle Vienneau, Richard W. Atkinson, Jeffrey R. Brook, Howard H. Chang, Francesco Forastiere, Gerard Hoek, Ron Kappeler, Fred Lurmann, Sharon Sagiv, Evangelina Samoli, Audrey Smargiassi, Adam Szpiro, Allison Patton, Johanna Boogaard and Barbara Hoffmann
Heinrich-Heine University of Düsseldorf - Social and Environmental Medicine, Centre for Health and Society, University of Basel - Swiss Tropical and Public Health Institute, Boston University - School of Public Health, University of Basel - Swiss Tropical and Public Health Institute, St George’s University London, University of Toronto, Emory University, Imperial College London, Utrecht University, University of Basel - Swiss Tropical and Public Health Institute, Sonoma Technology, University of California, Berkeley, National and Kapodistrian University of Athens, University of Montreal, University of Washington - Department of Biostatistics, Health Effects Institute, Boston, Health Effects Institute, Boston and Heinrich Heine University Dusseldorf
Downloads 37 (1,222,651)

Abstract:

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stroke, traffic related air pollution, long-term exposure, confidence assessment, systematic review, meta-analysis