Artificial neural networks as prediction tools in the critically ill.

Abstract:

:The past 25 years have witnessed the development of improved tools with which to predict short-term and long-term outcomes after critical illness. The general paradigm for constructing the best known tools has been the logistic regression model. Recently, a variety of alternative tools, such as artificial neural networks, have been proposed, with claims of improved performance over more traditional models in particular settings. However, these newer methods have yet to demonstrate their practicality and usefulness within the context of predicting outcomes in the critically ill.

journal_name

Crit Care

authors

Clermont G

doi

10.1186/cc3507

keywords:

subject

Has Abstract

pub_date

2005-04-01 00:00:00

pages

153-4

issue

2

eissn

1364-8535

issn

1466-609X

pii

cc3507

journal_volume

9

pub_type

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