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Modeling mortality in the intensive care unit: comparing the performance of a back-propagation, associative-learning neural network with multivariate logistic regression.

The objective of this study was to compare and contrast two techniques of modeling mortality in a 30 bed multi-disciplinary ICU; neural networks and logistic regression. Fifteen physiological variables were recorded on day 3 for 422 consecutive patients whose duration of stay was over 72 hours. Two...

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Библиографические подробности
Главные авторы: Doig, G. S., Inman, K. J., Sibbald, W. J., Martin, C. M., Robertson, J. M.
Формат: Artigo
Язык:Inglês
Опубликовано: American Medical Informatics Association 1993
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC2248532/
https://ncbi.nlm.nih.gov/pubmed/8130495
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