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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
4
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pubmed:dateCreated |
1994-9-27
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pubmed:abstractText |
We describe the process of organizing medical knowledge into knowledge bases and designing one architecture for a decision support system in clinical psychiatry. We define a set of knowledge bases that we regard as the necessary and sufficient structures to represent the medical knowledge to provide clinical consultations: disease profiles; frames with semantic relations to represent clinical findings; production rules with probabilities, to relate findings with diagnoses; a hierarchical classification tree, to represent disease categories; heuristic questions, to narrow the diagnostic hypotheses; and diagnostic criteria to conclude the clinical investigation. We propose one new architecture for a support system connecting these knowledge bases in a particular way to simulate medical clinical reasoning.
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:status |
MEDLINE
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pubmed:issn |
0307-7640
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
18
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
307-20
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pubmed:dateRevised |
2007-11-15
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pubmed:meshHeading |
pubmed-meshheading:8072339-Artificial Intelligence,
pubmed-meshheading:8072339-Bayes Theorem,
pubmed-meshheading:8072339-Decision Trees,
pubmed-meshheading:8072339-Diagnosis, Computer-Assisted,
pubmed-meshheading:8072339-Guidelines as Topic,
pubmed-meshheading:8072339-Humans,
pubmed-meshheading:8072339-Linguistics,
pubmed-meshheading:8072339-Logic,
pubmed-meshheading:8072339-Mental Disorders,
pubmed-meshheading:8072339-Neural Networks (Computer),
pubmed-meshheading:8072339-Probability,
pubmed-meshheading:8072339-Semantic Differential,
pubmed-meshheading:8072339-Software Design,
pubmed-meshheading:8072339-Terminology as Topic
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pubmed:articleTitle |
A design for decision making: construction and connection of knowledge bases for a diagnostic system in medicine.
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pubmed:affiliation |
Division of Medical Informatics, Chiba University Hospital, Japan.
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pubmed:publicationType |
Journal Article
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