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Deep Learning–Based Assessment of Built Environment From Satellite Images and Cardiometabolic Disease Prevalence
9 references·3 citing·45 second hop
Deep Learning–Based Assessment of Built Environment From Satellite Images and Cardiometabolic Disease Prevalence (2024)Deep Learning–Based Assessment of Built E…Artificial intelligence–based assessment of built environment from Google Street View and coronary artery disease prevalence (2024)Artificial intelligence–based…Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment (2020)Health and the built environm…Use of Deep Learning to Examine the Association of the Built Environment With Prevalence of Neighborhood Adult Obesity (2018)Use of Deep Learning to Exami…Socioeconomic Status and Cardiovascular Outcomes (2018)Socioeconomic Status and Card…Making Neighborhood-Disadvantage Metrics Accessible — The Neighborhood Atlas (2018)Making Neighborhood-Disadvant…Social Determinants of Risk and Outcomes for Cardiovascular Disease (2015)Social Determinants of Risk a…A Social Vulnerability Index for Disaster Management (2011)A Social Vulnerability Index …Area Deprivation and Widening Inequalities in US Mortality, 1969–1998 (2003)Area Deprivation and Widening…Neighborhood Environments and Coronary Heart Disease: A Multilevel Analysis (1997)Neighborhood Environments and…The built environment and adverse cardiovascular events in US veterans with cardiovascular disease (2025)The built environment and adv…AI-Enhanced Analysis of Built Environment Imagery and Neighborhood Obesity in US Cities (2025)AI-Enhanced Analysis of Built…AI-Facilitated Assessment of Built Environment Using Neighborhood Satellite Imagery and Cardiovascular Risk (2024)AI-Facilitated Assessment of …Social Support as a Moderator of Life Stress (1976)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Closing the gap in a generation: health equity through action on the social determinants of health (2008)Call to Action: Structural Racism as a Fundamental Driver of Health Disparities: A Presidential Advisory From the American Heart Association (2020)COVID-19 and African Americans (2020)Social Relationships and Health (1988)Health inequalities among British civil servants: the Whitehall II study (1991)Socioeconomic factors and cardiovascular disease: a review of the literature. 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References

  • 2018Making Neighborhood-Disadvantage Metrics Accessible — The Neighborhood Atlas3,307 cited
  • 2011A Social Vulnerability Index for Disaster Management1,857 cited
  • 2015Social Determinants of Risk and Outcomes for Cardiovascular Disease1,472 cited
  • 2003Area Deprivation and Widening Inequalities in US Mortality, 1969–19981,430 cited
  • 2018Socioeconomic Status and Cardiovascular Outcomes1,407 cited
  • 1997Neighborhood Environments and Coronary Heart Disease: A Multilevel Analysis744 cited
  • 2018Use of Deep Learning to Examine the Association of the Built Environment With Prevalence of Neighborhood Adult Obesity106 cited
  • 2020Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment91 cited
  • 2024Artificial intelligence–based assessment of built environment from Google Street View and coronary artery disease prevalence37 cited

Cited by

  • 2024AI-Facilitated Assessment of Built Environment Using Neighborhood Satellite Imagery and Cardiovascular Risk10 cited
  • 2025The built environment and adverse cardiovascular events in US veterans with cardiovascular disease4 cited
  • 2025AI-Enhanced Analysis of Built Environment Imagery and Neighborhood Obesity in US Cities4 cited

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