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Association Between Neighborhood Factors and Adult Obesity in Shelby County, Tennessee: Geospatial Machine Learning Approach. (arXiv:2208.05335v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Obesity is a global epidemic causing at least 2.8 million deaths per year.
This complex disease is associated with significant socioeconomic burden,
reduced work productivity, unemployment, and other social determinants of
Health (SDoH) disparities. Objective: The objective of this study was to
investigate the effects of SDoH on obesity prevalence among adults in Shelby
County, Tennessee, USA using a geospatial machine-learning approach. Obesity
prevalence was obtained from publicly available CDC 500 cities database while
SDoH indicators were extracted from the …
arxiv county geospatial learning lg machine machine learning obesity