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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Main Authors: Jaimes, Fabián, Farbiarz, Jorge, Alvarez, Diego, Martínez, Carlos
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2005
Assuntos:
Research
Acceso en liña: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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