A knowledge-based clinical toxicology consultant for diagnosing multiple exposures

Abstract Objective This paper presents continued research toward the development of a knowledge-based system for the diagnosis of human toxic exposures. In particular, this research focuses on the challenging task of diagnosing exposures to multiple toxins. Although only 10% of toxic exposures in th...

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Bibliographic Details
Published in:	Artificial intelligence in medicine Vol. 58; no. 1; pp. 15 - 21
Main Authors:	Schipper, Joel D, Dankel, Douglas D, Arroyo, A. Antonio, Schauben, Jay L
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01-05-2013 Elsevier
Subjects:	Applied sciences Biological and medical sciences Clinical toxicology Computer science; control theory; systems Computerized, statistical medical data processing and models in biomedicine Consultants Data mining Data Mining - methods Data processing. List processing. Character string processing Decision support systems Decision Support Systems, Clinical - organization & administration Diagnosis, Differential Differential diagnosis Drug-Related Side Effects and Adverse Reactions - diagnosis Drug-Related Side Effects and Adverse Reactions - etiology Exact sciences and technology Humans Information systems. Data bases Internal Medicine Knowledge Bases Knowledge-based systems Medical management aid. Diagnosis aid Medical sciences Memory organisation. Data processing Multiple disorder diagnosis Other Software Toxicology United States North America America Decision support systems Clinical toxicology Differential diagnosis Knowledge-based systems Multiple disorder diagnosis Data mining Measurement Information extraction Biomedical data processing Toxicology Medical prescription Database Secondary effect Diagnosis Multilevel system Medical application Data analysis Useful information Decision support system Hierarchical classification Likelihood ratio Data processing Knowledge base Prior probability Educational software program Consultant
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