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Urban Built Environment as a Predictor for Coronary Heart Disease—A Cross-Sectional Study Based on Machine Learning
16 references·0 citing·58 second hopsampled
Urban Built Environment as a Predictor for Coronary Heart Disease—A Cross-Sectional Study Based on Machine Learning (2024)Urban Built Environment as a Predictor fo…The Urban Environment and Cardiometabolic Health (2024)The Urban Environment and Car…The association between urban density and multiple health risks based on interpretable machine learning: A study of American urban communities (2024)The association between urban…Artificial intelligence–based assessment of built environment from Google Street View and coronary artery disease prevalence (2024)Artificial intelligence–based…Urban form and physical activity through transport: a review based on the d-variable framework (2023)Urban form and physical activ…The built environment and cardiovascular disease: an umbrella review and meta-meta-analysis (2023)The built environment and car…Revealing the Spatio-Temporal Heterogeneity of the Association between the Built Environment and Urban Vitality in Shenzhen (2023)Revealing the Spatio-Temporal…Predicting the travel mode choice with interpretable machine learning techniques: A comparative study (2022)Predicting the travel mode ch…Neighborhood-level Social Vulnerability and Prevalence of Cardiovascular Risk Factors and Coronary Heart Disease (2022)Neighborhood-level Social Vul…Understanding Physical Activity through Interactions Between the Built Environment and Social Cognition: A Systematic Review (2018)Understanding Physical Activi…Population cardiovascular health and urban environments: the Heart Healthy Hoods exploratory study in Madrid, Spain (2016)Population cardiovascular hea…Physical activity in relation to urban environments in 14 cities worldwide: a cross-sectional study (2016)Physical activity in relation…Health impact assessment of active transportation: A systematic review (2015)Health impact assessment of a…Does the effect of walkable built environments vary by neighborhood socioeconomic status? (2015)Does the effect of walkable b…Built environment and obesity by urbanicity in the U.S. (2015)Built environment and obesity…Assessing the influence of the built environment on physical activity for utility and recreation in suburban metro Vancouver (2011)Assessing the influence of th…Cardiovascular risk factors and the neighbourhood environment: a multilevel analysis (1999)Cardiovascular risk factors a…Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. 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References

  • 2016Physical activity in relation to urban environments in 14 cities worldwide: a cross-sectional study1,528 cited
  • 2015Health impact assessment of active transportation: A systematic review913 cited
  • 1999Cardiovascular risk factors and the neighbourhood environment: a multilevel analysis292 cited
  • 2022Predicting the travel mode choice with interpretable machine learning techniques: A comparative study183 cited
  • 2022Neighborhood-level Social Vulnerability and Prevalence of Cardiovascular Risk Factors and Coronary Heart Disease96 cited
  • 2024The Urban Environment and Cardiometabolic Health91 cited
  • 2015Built environment and obesity by urbanicity in the U.S.90 cited
  • 2018Understanding Physical Activity through Interactions Between the Built Environment and Social Cognition: A Systematic Review89 cited
  • 2016Population cardiovascular health and urban environments: the Heart Healthy Hoods exploratory study in Madrid, Spain71 cited
  • 2023The built environment and cardiovascular disease: an umbrella review and meta-meta-analysis55 cited
  • 2015Does the effect of walkable built environments vary by neighborhood socioeconomic status?55 cited
  • 2011Assessing the influence of the built environment on physical activity for utility and recreation in suburban metro Vancouver42 cited
  • 2023Revealing the Spatio-Temporal Heterogeneity of the Association between the Built Environment and Urban Vitality in Shenzhen

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40 cited
  • 2024Artificial intelligence–based assessment of built environment from Google Street View and coronary artery disease prevalence37 cited
  • 2024The association between urban density and multiple health risks based on interpretable machine learning: A study of American urban communities31 cited
  • 2023Urban form and physical activity through transport: a review based on the d-variable framework29 cited
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