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

IntroductionDespite a recent global decrease in suicide rates, death by suicide has increased in the United States. It is therefore imperative to identify the risk factors associated with suicide attempts to combat this growing epidemic. In this study, we aim to identify potential risk factors of su...

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Principais autores:	Mirko Pavicic, Angelica M. Walker, Kyle A. Sullivan, John Lagergren, Ashley Cliff, Jonathon Romero, Jared Streich, Michael R. Garvin, John Pestian, Benjamin McMahon, David W. Oslin, Jean C. Beckham, Nathan A. Kimbrel, Daniel A. Jacobson
格式:	Artigo
語言:	Inglês
出版:	Frontiers Media S.A. 2023-08-01
叢編:	Frontiers in Psychiatry
主題:	suicide prevention explainable artificial intelligence geospatial analysis public health veterans’ health firearms
在線閱讀:	https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1178633/full
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