Alcohol outlets and firearm violence: a place-based case-control study using satellite imagery and machine learning.

Journal: Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention

PMID: 31467144

Abstract

INTRODUCTION: This article proposes a novel method for matching places based on visual similarity, using high-resolution satellite imagery and machine learning. This approach strengthens comparisons when the built environment is a potential confounder, as in many injury research studies.

Authors

Jonathan Jay

Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan, United States jonjay@mail.harvard.edu.

Keywords

Alcoholic Beverages Case-Control Studies Commerce Firearms Humans Machine Learning Philadelphia Residence Characteristics Satellite Imagery Urban Population Violence Wounds, Gunshot

External Resources

View on PubMed Access via DOI PubMed (31467144)

Alcohol outlets and firearm violence: a place-based case-control study using satellite imagery and machine learning.

Abstract

Authors

Keywords

External Resources

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