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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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Главные авторы: | , , , , |
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Формат: | Artigo |
Язык: | Inglês |
Опубликовано: |
American Medical Informatics Association
1993
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Предметы: | |
Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2248532/ https://ncbi.nlm.nih.gov/pubmed/8130495 |
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