Céline Campagna

Institut National de la Recherche Scientifique — Canada

Environmental Science · Physical Sciences

17h-index758citations41works11.62yr avg
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Research Topics

Climate Change and Health Impacts(20), Air Quality and Health Impacts(11), Toxic Organic Pollutants Impact(7), Effects and risks of endocrine disrupting chemicals(7), Thermoregulation and physiological responses(5)

Publications41 total

Machine learning for modelling the health impacts of extreme heat: A comprehensive literature review
Environment International·2025Open Access
Projecting the overall heat-related health burden and associated economic costs in a climate change context in Quebec, Canada
The Science of The Total Environment·2024· 6 citedOpen Access
Prediction of heatwave related mortality magnitude, duration and frequency with climate variability and climate change information
Stochastic Environmental Research and Risk Assessment·2024· 7 citedOpen Access
Multi-region models built with machine and deep learning for predicting several heat-related health outcomes
Sustainable Cities and Society·2024· 18 citedOpen Access
Estimating the heat-related mortality and morbidity burden in the province of Quebec, Canada
Environmental Research·2024· 20 citedOpen Access
Revisiting the importance of temperature, weather and air pollution variables in heat-mortality relationships with machine learning
Environmental Science and Pollution Research·2024· 12 cited
The relationship between hot temperatures and hospital admissions for psychosis in adults diagnosed with schizophrenia: A case-crossover study in Quebec, Canada
Environmental Research·2024· 18 cited
Environnement et santé publique
Presses de l’EHESP eBooks·2023
Machine and deep learning for modelling heat-health relationships
The Science of The Total Environment·2023· 35 citedOpen Access
Constrained groupwise additive index models
Biostatistics·2022· 2 citedOpen Access
Dynamics thresholds for heat-health watch and warning system with extended season
ISEE Conference Abstracts·2021Open Access
A cold-health watch and warning system, application to the province of Quebec
ISEE Conference Abstracts·2021Open Access
Weather indices for heat-health watch and warning systems
ISEE Conference Abstracts·2021Open Access
A heat-health watch and warning system with extended season and evolving thresholds
BMC Public Health·2021· 26 citedOpen Access
A cold-health watch and warning system, applied to the province of Quebec (Canada)
The Science of The Total Environment·2020· 11 citedOpen Access
An additive index model for monitoring weather in a health warning system context
Environmental Epidemiology·2019Open Access
Toward an Improved Air Pollution Warning System in Quebec
International Journal of Environmental Research and Public Health·2019· 21 citedOpen Access
Changements climatiques et santé. Prévenir, soigner et s'adapter
Presses de l'Université Laval eBooks·2019· 4 cited
Short-term Forecasting of Daily Abundance of West Nile Virus Vectors Culex pipiens-restuans (Diptera: Culicidae) and Aedes vexans Based on Weather Conditions in Southern Québec (Canada)
Journal of Medical Entomology·2019· 20 cited
Proposition of Lags and Variables for a Cold-Health Watch and Warning System in the Province of Quebec
ISEE Conference Abstracts·2018
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Frequent Co-authors

Fateh Chebana(17), Pierre Gosselin(14), Éric Lavigne(13), Pierre Masselot(11), Taha B. M. J. Ouarda(11), Marc‐André Sirard(10), Janice L. Bailey(7), Jérémie Boudreault(7), Pierre Ayotte(6), Patrick Levallois(5), Manuel J. Rodríguez(5), Bixun Yan(4), Valérie Hongoh(3), Pascal Michel(3), Karim Samoura(3), André Ravel(3), Jean‐Philippe Waaub(3), Florence Pagé‐Larivière(3), Christine Guillemette(2), Mahamat Abdelkerim Issa(2)