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Predicting and mapping neighborhood-scale health outcomes: A machine learning approach
16 references·0 citing·52 second hopsampled
Predicting and mapping neighborhood-scale health outcomes: A machine learning approach (2020)Predicting and mapping neighborhood-scale…Machine Learning for Sociology (2019)Machine Learning for SociologySocial Media data: Challenges, opportunities and limitations in urban studies (2018)Social Media data: Challenges…City dynamics through Twitter: Relationships between land use and spatiotemporal demographics (2017)City dynamics through Twitter…City planning and population health: a global challenge (2016)City planning and population …Do Better Urban Design Qualities Lead to More Walking in Salt Lake City, Utah? (2015)Do Better Urban Design Qualit…Travel and the Built Environment (2010)Travel and the Built Environm…Neighborhoods and health (2010)Neighborhoods and healthNeighborhood resources for physical activity and healthy foods and incidence of type 2 diabetes mellitus: the Multi-Ethnic study of Atherosclerosis. (2009)Neighborhood resources for ph…Neighborhood Characteristics and Hypertension (2008)Neighborhood Characteristics …Cross-Sectional and Longitudinal Associations of Neighborhood Cohesion and Stressors with Depressive Symptoms in the Multiethnic Study of Atherosclerosis (2008)Cross-Sectional and Longitudi…Blues from the Neighborhood? Neighborhood Characteristics and Depression (2008)Blues from the Neighborhood? …Are neighbourhood characteristics associated with depressive symptoms? A review of evidence: Table 1 (2008)Are neighbourhood characteris…The Built Environment and Obesity (2007)The Built Environment and Obe…Locality deprivation and Type 2 diabetes incidence: A local test of relative inequalities (2007)Locality deprivation and Type…Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review: Table 1 (2001)Multilevel analyses of neighb…The Neighborhood Context of Adolescent Mental Health (1996)The Neighborhood Context of A…The Hopkins Symptom Checklist (HSCL): A self-report symptom inventory (1974)Social Factors in Psychopathology: Stress, Social Support, and Coping Processes (1985)The neighborhoods they live in: The effects of neighborhood residence on child and adolescent outcomes. 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References

  • 2010Travel and the Built Environment5,396 cited
  • 2010Neighborhoods and health2,790 cited
  • 2001Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review: Table 12,190 cited
  • 2016City planning and population health: a global challenge1,375 cited
  • 1996The Neighborhood Context of Adolescent Mental Health1,284 cited
  • 2007The Built Environment and Obesity1,078 cited
  • 2008Are neighbourhood characteristics associated with depressive symptoms? A review of evidence: Table 1656 cited
  • 2008Blues from the Neighborhood? Neighborhood Characteristics and Depression392 cited
  • 2018Social Media data: Challenges, opportunities and limitations in urban studies327 cited
  • 2008Neighborhood Characteristics and Hypertension319 cited
  • 2019Machine Learning for Sociology294 cited
  • 2009Neighborhood resources for physical activity and healthy foods and incidence of type 2 diabetes mellitus: the Multi-Ethnic study of Atherosclerosis.268 cited
  • 2017City dynamics through Twitter: Relationships between land use and spatiotemporal demographics117 cited
  • 2008Cross-Sectional and Longitudinal Associations of Neighborhood Cohesion and Stressors with Depressive Symptoms in the Multiethnic Study of Atherosclerosis112 cited

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  • 2007Locality deprivation and Type 2 diabetes incidence: A local test of relative inequalities106 cited
  • 2015Do Better Urban Design Qualities Lead to More Walking in Salt Lake City, Utah?87 cited
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