AIMC Topic: Firearms

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Predictors of firearm violence in urban communities: A machine-learning approach.

Health & place Mar 14, 2018
Interpersonal firearm violence is a leading cause of death and injuries in the United States. Identifying community characteristics associated with firearm violence is important to improve confounder selection and control in health research, to bette...
Adolescent United States Urban Population Humans Poverty Areas Cause of Death Sex Distribution Machine Learning Violence Ethnicity Age Distribution Firearms Female Male
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From binary presumptive assays to probabilistic assessments: Differentiation of shooters from non-shooters using IMS, OGSR, neural networks, and likelihood ratios.

Forensic science international Apr 21, 2016
Screening tests are used in forensic science for field testing and directing laboratory analysis of physical evidence. These tests are often binary in that the data produced is interpreted as yes/no or present/absent. The utility of screening assays ...
Hand Spectrum Analysis Humans Firearms Organic Chemicals Neural Networks, Computer Likelihood Functions Wounds, Gunshot Skin
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Comparison of six natural language processing approaches to assessing firearm access in Veterans Health Administration electronic health records.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2025
OBJECTIVE: Access to firearms is associated with increased suicide risk. Our aim was to develop a natural language processing approach to characterizing firearm access in clinical records.
Suicide Humans Logistic Models Machine Learning Male United States Department of Veterans Affairs Electronic Health Records Middle Aged Firearms Female United States Natural Language Processing
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A murdered teen, two million tweets and an experiment to fight gun violence.

Nature Sep 1, 2018
Drug Overdose Risk Social Media Motivation Grief Homicide Firearms Violence Young Adult Male Humans Adolescent Artificial Intelligence Adolescent Behavior Female Reproducibility of Results Machine Learning Anger Aggression Heroin Dependence Chicago
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Assessing Risk for Future Firearms Violence in Young People Who Present to ED.

ED management : the monthly update on emergency department management Jun 1, 2017
A new clinical index tool designed specifically for the emergency environment predicts the risk for future firearms violence in young people 14-24 years of age. The approach employs a brief, 10-point instrument that can be administered in one to two ...
Firearms Violence Risk Assessment Humans Emergency Service, Hospital
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