A machine-learning prediction model to identify risk of firearm injury using electronic health records data

H Zhou, C Nau, F Xie, R Contreras… - Journal of the …, 2024 - academic.oup.com
Importance Firearm injuries constitute a public health crisis. At the healthcare encounter
level, they are, however, rare events. Objective To develop a predictive model to identify …

Nutrition facts, drug facts, and model facts: putting AI ethics into practice in gun violence research

J Zhu, M Cukier, J Richardson Jr - Journal of the American …, 2024 - academic.oup.com
Objective Firearm injury research necessitates using data from often-exploited vulnerable
populations of Black and Brown Americans. In order to reduce bias against protected …

The link between state carceral violence and firearm homicide

MJ Chaudhary, TL Zakrison, J Richardson - JAMA surgery, 2024 - jamanetwork.com
Public health firearm researchoften focuses on individual “risk factors” for being injured or
killed by a gun. 1 Such a paradigm elides the deeper, structural forces—such as the spatial …

Exploring global gun violence prediction through machine learning models

M Rasool, M Maphosa - … Conference on Artificial Intelligence and its …, 2023 - mauricon.org
Gun violence is a pressing global concern, inflicting dire consequences on individuals,
communities, safety, and healthcare systems. This study uses correlation analysis to …

Survivor's remorse

II Anthony Douglas, S Rogers Jr - Journal of trauma and acute …, 2024 - journals.lww.com
In urban, large metropolitan trauma centers, we are accustomed to seeing the most
gruesome morbidity and mortality in medicine. By far, the most devastating morbidity and …

Gun violence revictimization in New York State: what increases the risk of being shot again?

JC L'Huillier, JD Boccardo, M Stewart… - Journal of trauma and …, 2023 - journals.lww.com
Background While gun injuries are more likely to occur in in urban settings and affect people
of color, factors associated with gun violence revictimization—suffering multiple incidents of …

Structural Violence in Trauma Care

AJ Benjamin, SO Rogers Jr - Creating a Modern Trauma Center, 2024 - Springer
Structural violence transcends mere physical harm, encompassing the systematic ways in
which societal structures disproportionately harm or disadvantage certain individuals. This …

Child firearm-related homicide and suicide by state legislation in the US (2009-2020)

KL Haines, L Gorenshtein, K Kaur… - Journal of the …, 2023 - journals.lww.com
Background: Firearms are the leading cause of death among US children and adolescents.
This study evaluates whether state gun laws are associated with firearm suicides and …