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Comparison between logistic regression and neural networks to predict death in patients with suspected sepsis in the emergency room

INTRODUCTION: Neural networks are new methodological tools based on nonlinear models. They appear to be better at prediction and classification in biological systems than do traditional strategies such as logistic regression. This paper provides a practical example that contrasts both approaches wit...

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Bibliografische gegevens
Hoofdauteurs: Jaimes, Fabián, Farbiarz, Jorge, Alvarez, Diego, Martínez, Carlos
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2005
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC1175932/
https://ncbi.nlm.nih.gov/pubmed/15774048
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/cc3054
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