Environmental Health | Epidemiology | Public Health Predicting spatial variations in annual average outdoor ultrafine particle concentrations in Montreal and Toronto, Canada: Integrating land use regression and deep learning models. August 6, 2023
Environmental Health | Epidemiology | Public Health Predicting Within-City Spatial Variations in Outdoor Ultrafine Particle and Black Carbon Concentrations in Bucaramanga, Colombia: A Hybrid Approach Using Open-Source Geographic Data and Digital Images. September 9, 2021
Environmental Health | Public Health Report from the Field Combining Citizen Science and Deep Learning for Large-Scale Estimation of Outdoor Nitrogen Dioxide Concentrations. November 1, 2020
Other Predicting outdoor ultrafine particle number concentrations, particle size, and noise using street-level images and audio data. August 17, 2020
Other Extending the spatial scale of land use regression models for ambient ultrafine particles using satellite images and deep convolutional neural networks. June 11, 2019
Environmental Epidemiology | Environmental Health | Exposure Science A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology. May 17, 2019