A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology by Scott Weichenthal, Marianne Hatzopoulou, Michael Brauer

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Predicting outdoor ultrafine particle number concentrations, particle size, and noise using street-level images and audio data by Kris Y. Hong, Pedro O. Pinheiro, Scott Weichenthal

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Evaluating air pollution exposures across cycling infrastructure types: Implications for facility design by William Jacob Farrell, Scott Weichenthal, Mark Goldberg, Marianne Hatzopoulou

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Air pollution and retinal vessel diameter and blood pressure in school-aged children in a region impacted by residential biomass burning by Jill Korsiak, Kay-Lynne Perepeluk, Nicholas G. Peterson, Ryan Kulka, Scott Weichenthal

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Unequal airborne exposure to toxic metals associated with race, ethnicity, and segregation in the USA by John K. Kodros, Michelle L. Bell, Francesca Dominici, Christian L’Orange, Krystal J. Godri Pollitt, Scott Weichenthal, Xiao Wu, John Volckens

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Complex relationships between greenness, air pollution, and mortality in a population-based Canadian cohort by Dan L. Crouse, Lauren Pinault, Adele Balram, Michael Brauer, Richard T. Burnett, Randall V. Martin, Aaron van Donkelaar, Paul J. Villeneuve, Scott Weichenthal

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Does early life exposure to exogenous sources of reactive oxygen species (ROS) increase the risk of respiratory and allergic diseases in children? A longitudinal cohort study by Teresa To, Emilie Terebessy, Jingqin Zhu, Kimball Zhang, Pascale SJ Lakey, Manabu Shiraiwa, Marianne Hatzopoulou, Laura Minet, Scott Weichenthal, Sharon Dell, Dave Stieb

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Association Between Road Traffic Noise and Incidence of Diabetes Mellitus and Hypertension in Toronto, Canada: A Population‐Based Cohort Study by Saeha Shin, Li Bai, Tor H. Oiamo, Richard T. Burnett, Scott Weichenthal, Michael Jerrett, Jeffrey C. Kwong, Mark S. Goldberg, Ray Copes, Alexander Kopp, Hong Chen

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Predicting spatial variations in annual average outdoor ultrafine particle concentrations in Montreal and Toronto, Canada: Integrating land use regression and deep learning models by Marshall Lloyd, Arman Ganji, Junshi Xu, Alessya Venuta, Leora Simon, Mingqian Zhang, Milad Saeedi, Shoma Yamanouchi, Joshua Apte, Kris Hong, Marianne Hatzopoulou, Scott Weichenthal

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Fine particulate matter concentration and composition and the incidence of childhood asthma by Éric Lavigne, Robert Talarico, Aaron van Donkelaar, Randall V. Martin, David M. Stieb, Eric Crighton, Scott Weichenthal, Marc Smith-Doiron, Richard T. Burnett, Hong Chen

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Long-term exposure to wildfires and cancer incidence in Canada: a population-based observational cohort study by Jill Korsiak, MSc, Lauren Pinault, PhD, Tanya Christidis, PhD, Richard T Burnett, PhD, Michal Abrahamowicz, ProfPhD, Scott Weichenthal, ProfPhD

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Long-term exposure to ambient ultrafine particles and respiratory disease incidence in in Toronto, Canada: a cohort study by Scott Weichenthal, Li Bai, Marianne Hatzopoulou, Keith Van Ryswyk, Jeffrey C. Kwong, Michael Jerrett, Aaron van Donkelaar, Randall V. Martin, Richard T. Burnett, Hong Lu, Hong Chen

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Cokriging with a low-cost sensor network to estimate spatial variation of brake and tire-wear metals and oxidative stress potential in Southern California by Jonathan Liu, Sudipto Banerjee, Farzan Oroumiyeh, Jiaqi Shen, Irish del Rosario, Jonah Lipsitt, Suzanne Paulson, Beate Ritz, Jason Su, Scott Weichenthal, Pascale Lakey, Manabu Shiraiwa, Yifang Zhu, Michael Jerrett

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Associations between brake and tire wear-related PM2.5 metal components, particulate oxidative stress potential, and autism spectrum disorder in Southern California by Karl O'Sharkey, Qi Meng, Sanjali Mitra, Seung-a Paik, Jonathan Liu, Jiaqi Shen, Laura K. Thompson, Ting Chow, Jason Su, Myles Cockburn, Scott Weichenthal, Susanne E. Paulson, Michael Jerrett, Beate Ritz

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Spatial variations in ambient ultrafine particle concentrations and risk of congenital heart defects by Eric Lavigne, Isac Lima, Marianne Hatzopoulou, Keith Van Ryswyk, Mary Lou Decou, Wei Luo, Aaron van Donkelaar, Randall V. Martin, Hong Chen, David M. Stieb, Eric Crighton, Antonio Gasparrini, Michael Elten, Abdool S. Yasseen, III, Richard T. Burnett, Mark Walker, Scott Weichenthal

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Maternal exposure to ambient air pollution and risk of early childhood cancers: A population-based study in Ontario, Canada by Éric Lavigne, Marc-André Bélair, Minh T. Do, David M. Stieb, Perry Hystad, Aaron van Donkelaar, Randall V. Martin, Daniel L. Crouse, Eric Crighton, Hong Chen, Jeffrey R. Brook, Richard T. Burnett, Scott Weichenthal, Paul J. Villeneuve, Teresa To, Sabit Cakmak, Markey Johnson, Abdool S. Yasseen, III, Kenneth C. Johnson, Marianna Ofner, Lin Xie, Mark Walker

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