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

ABSTRACT: 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 appro...