Using iterative random forest to find geospatial environmental and Sociodemographic predictors of suicide attempts

Bibliographic Data

ID15529533
AuthorsMirko Pavicic (0000-0002-2908-3183, Predictive Biology (United States)), Angelica M Walker (0000-0003-4308-6302, University of Tennessee at Knoxville), Kyle A Sullivan (0000-0002-4621-5598, Predictive Biology (United States)), John Lagergren (0000-0002-8092-7433, Predictive Biology (United States)), Ashley Cliff (0000-0001-7809-5546, University of Tennessee at Knoxville), Jonathon Romero (0000-0001-5249-1946, University of Tennessee at Knoxville), Jared Streich (0000-0003-4861-1188, Oak Ridge National Laboratory), Michael R Garvin (0000-0002-2204-7569, Predictive Biology (United States)), John Pestian (0000-0001-5998-249X, Oak Ridge National Laboratory), Benjamin McMahon (Los Alamos National Laboratory), David W Oslin (0000-0003-4392-4599, University of Pennsylvania), Jean C Beckham (0000-0001-8746-8949, Duke Medical Center), Nathan A Kimbrel (0000-0001-7218-1005, Mental Illness Research, Education and Clinical Centers, corresponding author), Daniel Jacobson (0000-0002-9822-8251, Oak Ridge National Laboratory, corresponding author), Daniel A Jacobson
Year2023
Volume14
Pages1178633-1178633
Publication date2023-08-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueFrontiers in Psychiatry (JOURNAL)
Journal identifiersISSN: 1664-0640 • E-ISSN: 1664-0640
PublisherFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2023.1178633
PMID37599888
OpenAlexW4385451061
LanguageEN
References cited67

Taken together, our findings highlight the importance of social determinants and environmental factors in understanding suicide risk among veterans

Cartography · Environmental health · Geography · Geospatial analysis · Injury prevention · Poison control · Sociology · Suicide prevention · Data-Driven Disease Surveillance · Demography · Health disparities and outcomes · Human Factors and Ergonomics · Medicine · Psychology · Suicide and Self-Harm Studies

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