Leveraging 31 Million Google Street View Images to Characterize Built Environments and Examine County Health Outcomes.

Quynh Camthi NguyenJessica M KeralisPallavi DwivediAmanda E NgMehran JavanmardiSahil KhannaYuru HuangKimberly D BrunisholzAbhinav KumarTolga Tasdizen

Published in: Public health reports (Washington, D.C. : 1974) (2020)

The use of computer vision and big data image sources makes possible national studies of the built environment's effects on health, producing data and results that may inform national and local decision-making.

Keyphrases

big data
deep learning
artificial intelligence
machine learning
decision making
quality improvement
healthcare
public health
convolutional neural network
mental health
drinking water
optical coherence tomography
health information
health promotion
case control
social media
climate change
human health
data analysis