Bayesian-network-based method and system for detection of clinical-laboratory errors using synthetic errors
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United States of America Patent
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Aug 24, 2010
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Jul 10, 2007
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Jul 10, 2006
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Abstract
Embodiments of the present invention include methods and systems for analyzing clinical-laboratory results and data in order to detect erroneous clinical-laboratory results. Embodiments of the present invention employ Bayesian networks and modified Bayesian networks that are constructed using cleaned clinical-laboratory results into which various types of synthetic errors have been introduced and that are optimized using different, cleaned clinical-laboratory results into which synthetic errors have been introduced.
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