Using Satellite Images and Deep Learning to Identify Associations Between County-Level Mortality and Residential Neighborhood Features Proximal to Schools: A Cross-Sectional Study

Using Satellite Images and Deep Learning to Identify Associations Between County-Level Mortality and Residential Neighborhood Features Proximal to Schools: A Cross-Sectional Study

What is the relationship between mortality and satellite images as elucidated through the use of Convolutional Neural Networks?Background: Following a century of increase, life expectancy in the United States has stagnated and begun to decline in recent decades. Using satellite images and street vie...

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Autores principales: Joshua J. Levy, Rebecca M. Lebeaux, Anne G. Hoen, Brock C. Christensen, Louis J. Vaickus, Todd A. MacKenzie
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
Materias:
deep learning
satellite images
mortality
remote sensing
public health
Public aspects of medicine
RA1-1270
Acceso en línea:https://doaj.org/article/ac3b8190298d4396a8d380a7b45e2237
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https://doaj.org/article/ac3b8190298d4396a8d380a7b45e2237

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