Mortality assessment in intensive care units via adverse events using artificial neural networks

This work presents a novel approach for the prediction of mortality in intensive care units (ICUs) based on the use of adverse events, which are defined from four bedside alarms, and artificial neural networks (ANNs). This approach is compared with two logistic regression (LR) models: the prognostic...

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Detalhes bibliográficos
Autor principal: Silva, Álvaro (author)
Outros Autores: Cortez, Paulo (author), Santos, Manuel Filipe (author), Gomes, Lopes (author), Neves, José (author)
Formato: article
Idioma:eng
Publicado em: 2006
Assuntos:
Texto completo:http://hdl.handle.net/1822/5412
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/5412