Artificial neural networks improve and simplify intensive care mortality prognostication: a national cohort study of 217,289 first-time intensive care unit admissions

PURPOSE: We investigated if early intensive care unit (ICU) scoring with the Simplified Acute Physiology Score (SAPS 3) could be improved using artificial neural networks (ANNs). METHODS: All first-time adult intensive care admissions in Sweden during 2009–2017 were included. A test set was set asid...

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Detalles Bibliográficos
Autores principales: Holmgren, Gustav, Andersson, Peder, Jakobsson, Andreas, Frigyesi, Attila
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6697927/
https://www.ncbi.nlm.nih.gov/pubmed/31428430
http://dx.doi.org/10.1186/s40560-019-0393-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6697927/
https://www.ncbi.nlm.nih.gov/pubmed/31428430
http://dx.doi.org/10.1186/s40560-019-0393-1

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