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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Veröffentlicht in:	Proceedings - AMIA Symposium 1999, p.192-196
Hauptverfasser:	Ambrosino, R, Buchanan, B G
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Community-Acquired Infections - mortality Decision Support Techniques Evaluation Studies as Topic Health Knowledge, Attitudes, Practice Hospital Mortality Humans Physicians Pilot Projects Pneumonia - mortality Risk Factors
Online-Zugang:	Volltext
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