Exposure to air pollution in relation to risk of dementia and related outcomes: an updated systematic review of the epidemiological literature

J Weuve, EE Bennett, L Ranker… - Environmental …, 2021 - ehp.niehs.nih.gov
… considered air pollutant. Since our prior review, exposure estimation methods in this research
… spatial resolution of the prediction models, the overall spatial resolution of model-based …

[HTML][HTML] A picture tells a thousand… exposures: opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology

S Weichenthal, M Hatzopoulou, M Brauer - Environment international, 2019 - Elsevier
applied to make predictions. Next, we discuss the small number of studies to date that have
used these methods … For example, in a network used to predict air pollution or noise from …

A systematic literature review and critical appraisal of epidemiological studies on outdoor air pollution and tuberculosis outcomes

I Popovic, RJS Magalhaes, E Ge, GB Marks… - Environmental …, 2019 - Elsevier
… if associations are consistent for common air pollutants (PM 2.5 , … exposure assessment and
analytical methods used in these … against significant findings made in some epidemiological

[HTML][HTML] New approach methods to evaluate health risks of air pollutants: Critical design considerations for in vitro exposure testing

J Zavala, AN Freedman, JT Szilagyi, I Jaspers… - … environmental research …, 2020 - mdpi.com
important design parameters to consider when using in vitro methods to evaluate air pollutant
… for the current breadth of epidemiological research supporting the role of air pollution

Quantifying population exposure to air pollution using individual mobility patterns inferred from mobile phone data

MM Nyhan, I Kloog, R Britter, C Ratti… - … science & environmental …, 2019 - nature.com
… developed to predict health risks due to air pollution exposure and … exposure assessment
methods. We examine a critical question in environmental epidemiology; whether air pollution

Methodological considerations for epidemiological studies of air pollution and the SARS and COVID-19 coronavirus outbreaks

PJ Villeneuve, MS Goldberg - Environmental health perspectives, 2020 - ehp.niehs.nih.gov
… the methodological approaches of studies of air pollution on … The main results across the
120 cities were as follows: for a … epidemiological studies of chronic exposure to air pollution, …

A review of practical statistical methods used in epidemiological studies to estimate the health effects of multi-pollutant mixture

L Yu, W Liu, X Wang, Z Ye, Q Tan, W Qiu, X Nie… - Environmental …, 2022 - Elsevier
… out which environmental pollutant exposure may have a potential impact on the interested
outcomes. … Results from these predictions are then combined and averaged to produce final …

[HTML][HTML] Exposure to indoor air pollution across socio-economic groups in high-income countries: A scoping review of the literature and a modelling methodology

L Ferguson, J Taylor, M Davies, C Shrubsole… - Environment …, 2020 - Elsevier
methods of data collection used to capture indoor exposures … benefits of each approach to
guide future research. Finally, … education was a significant predictor of home ETS exposure, …

Urban heat and air pollution: A framework for integrating population vulnerability and indoor exposure in health risk analyses

CR O'Lenick, OV Wilhelmi, R Michael… - Science of the total …, 2019 - Elsevier
approach for characterizing population adaptive capacity and indoor exposure for use in
population-based epidemiological … can predict almost all variables pertinent to indoor air quality

[HTML][HTML] A multi-city air pollution population exposure study: Combined use of chemical-transport and random-Forest models with dynamic population data

C Gariazzo, G Carlino, C Silibello, M Renzi… - Science of The Total …, 2020 - Elsevier
… of machine learning methods in predicting air pollutant levels in urban … the air quality
assessment in urban areas, by combining CTM and RF results, to support epidemiological studies