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

• Main Authors: Joshua J. Levy (Author), Rebecca M. Lebeaux (Author), Anne G. Hoen (Author), Brock C. Christensen (Author), Louis J. Vaickus (Author), Todd A. MacKenzie (Author)
• Formato: Libro
• Publicado: Frontiers Media S.A., 2021-11-01T00:00:00Z.
• Subjects: article
• Acceso en liña: Connect to this object online.

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...