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Development of a Machine Learning Model Using Multiple, Heterogeneous Data Sources to Estimate Weekly US Suicide Fatalities

IMPORTANCE: Suicide is a leading cause of death in the US. However, official national statistics on suicide rates are delayed by 1 to 2 years, hampering evidence-based public health planning and decision-making. OBJECTIVE: To estimate weekly suicide fatalities in the US in near real time. DESIGN, SE...

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Detalles Bibliográficos
Autores principales: Choi, Daejin, Sumner, Steven A., Holland, Kristin M., Draper, John, Murphy, Sean, Bowen, Daniel A., Zwald, Marissa, Wang, Jing, Law, Royal, Taylor, Jordan, Konjeti, Chaitanya, De Choudhury, Munmun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758810/
https://www.ncbi.nlm.nih.gov/pubmed/33355678
http://dx.doi.org/10.1001/jamanetworkopen.2020.30932