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The use of physician domain knowledge to improve the learning of rule-based models for decision-support.

This paper describes a study testing the hypothesis that the learning of a decision-support model by a computer learning algorithm from clinical data can be improved by the addition of domain knowledge from practicing physicians. The domain of the experiment is community-acquired pneumonia. The over...

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Библиографические подробности
Главные авторы: Ambrosino, R., Buchanan, B. G.
Формат: Artigo
Язык:Inglês
Опубликовано: American Medical Informatics Association 1999
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC2232523/
https://ncbi.nlm.nih.gov/pubmed/10566347
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