Health Informatics | Public Health Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. February 26, 2024
Epidemiology | Public Health Using Convolutional Neural Networks to Derive Neighborhood Built Environments from Google Street View Images and Examine Their Associations with Health Outcomes. October 17, 2022
Geography | Urban Planning A street-view-based method to detect urban growth and decline: A case study of Midtown in Detroit, Michigan, USA. February 8, 2022
Criminology | Urban Studies Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approach. March 15, 2021
Other A human-centred assessment framework to prioritise heat mitigation efforts for active travel at city scale. November 7, 2020
Epidemiology | Public Health | Urban Planning Objective scoring of streetscape walkability related to leisure walking: Statistical modeling approach with semantic segmentation of Google Street View images. September 25, 2020
Computer Vision | Data Science | Urban Studies Deep mapping gentrification in a large Canadian city using deep learning and Google Street View. April 2, 2019
Information Visualization | Machine Learning Mapping and Visualizing Deep-Learning Urban Beautification. February 28, 2019
Computer Vision | Geospatial Analysis Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images. November 14, 2018