This paper is in the following e-collection/theme issue:

Obesity and Nutrition as Public Health Problem (304) Machine Learning (1465) GIS (Geographic Information Systems) Applications in Public Health and Spatial Epidemiology (111) Obesity (75) Prevention and Health Promotion (987) Equity and Digital Divide (218) Demographics of Users, Social & Digital Divide (739) Chronic Conditions (270)

Published on in Vol 8, No 8 (2022): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/37039, first published .
Association Between Neighborhood Factors and Adult Obesity in Shelby County, Tennessee: Geospatial Machine Learning Approach

Association Between Neighborhood Factors and Adult Obesity in Shelby County, Tennessee: Geospatial Machine Learning Approach

Association Between Neighborhood Factors and Adult Obesity in Shelby County, Tennessee: Geospatial Machine Learning Approach

Authors of this article:

Whitney S Brakefield1, 2 Author Orcid Image ;   Olufunto A Olusanya2 Author Orcid Image ;   Arash Shaban-Nejad2 Author Orcid Image
Article Authors Cited by (9) Tweetations (4) Metrics

Journals

  1. Vo A, Tao Y, Li Y, Albarrak A. The Association Between Social Determinants of Health and Population Health Outcomes: Ecological Analysis. JMIR Public Health and Surveillance 2023;9:e44070 View
  2. Chen M, Claramunt C, Çöltekin A, Liu X, Peng P, Robinson A, Wang D, Strobl J, Wilson J, Batty M, Kwan M, Lotfian M, Golay F, Joost S, Ingensand J, Senousi A, Cheng T, Bandrova T, Konecny M, Torrens P, Klippel A, Li S, Zhang F, He L, Wang J, Ratti C, Kolditz O, Lin H, Lü G. Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges. Earth-Science Reviews 2023;241:104438 View
  3. Wilkerson A, Gentle C, Ortega C, Al-Hilli Z. Disparities in Breast Cancer Care—How Factors Related to Prevention, Diagnosis, and Treatment Drive Inequity. Healthcare 2024;12(4):462 View
  4. Salerno P, Qian A, Dong W, Deo S, Nasir K, Rajagopalan S, Al‐Kindi S. County‐level socio‐environmental factors and obesity prevalence in the United States. Diabetes, Obesity and Metabolism 2024;26(5):1766 View
  5. Hashtarkhani S, Schwartz D, Shaban-Nejad A. Enhancing Health Care Accessibility and Equity Through a Geoprocessing Toolbox for Spatial Accessibility Analysis: Development and Case Study. JMIR Formative Research 2024;8:e51727 View
  6. Kumsa F, Fowke J, Hashtarkhani S, White B, Shrubsole M, Shaban-Nejad A. The association between neighborhood obesogenic factors and prostate cancer risk and mortality: the Southern Community Cohort Study. Frontiers in Oncology 2024;14 View
  7. Brouwer B, Kuckuck S, Meeusen R, Mohseni M, Lengton R, van Lenthe F, van Rossum E. Neighborhood Characteristics Related to Changes in Anthropometrics During a Lifestyle Intervention for Persons with Obesity. International Journal of Behavioral Medicine 2024 View
  8. Batbaatar N, Smith A, Jia C, Naser A, Mou X, Vidal G, Starlard-Davenport A. Association of environmental factors with breast cancer incidence among African American women in Memphis, Tennessee. International Journal of Environmental Health Research 2024:1 View

Books/Policy Documents

  1. Shaban-Nejad A, Michalowski M, Bianco S. AI for Health Equity and Fairness. View