An expert system for the differential diagnosis of erythemato-squamous diseases

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dc.citation.epage49en_US
dc.citation.issueNumber1en_US
dc.citation.spage43en_US
dc.citation.volumeNumber18en_US
dc.contributor.authorGüvenir, H. A.en_US
dc.contributor.authorEmeksiz, N.en_US
dc.date.accessioned2015-07-28T11:56:52Z
dc.date.available2015-07-28T11:56:52Zen_US
dc.date.issued2000en_US
dc.departmentDepartment of Computer Engineeringen_US
dc.description.abstractThis paper presents an expert system for differential diagnosis of erythemato-squamous diseases incorporating decisions made by three classification algorithms: nearest neighbor classifier, naive Bayesian classifier and voting feature intervals-5. This tool enables doctors to differentiate six types of erythemato-squamous diseases using clinical and histopathological parameters obtained from a patient. The program also gives explanations for the classifications of each classifier. The patient records are also maintained in a database for further references. (C) 2000 Elsevier Science Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/S0957-4174(99)00049-4en_US
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.urihttp://hdl.handle.net/11693/11101
dc.language.isoEnglishen_US
dc.publisherElsevieren_US
dc.publisherPergamon Pressen_US
dc.relation.isversionofhttp://dx.doi.org/10.1016/S0957-4174(99)00049-4en_US
dc.source.titleExpert Systems with Applicationsen_US
dc.subjectErythemato-Squamousen_US
dc.subjectNearest Neighbor Classifieren_US
dc.subjectNaive Bayesian Classifieren_US
dc.subjectVoting Feature Intervals-5en_US
dc.titleAn expert system for the differential diagnosis of erythemato-squamous diseasesen_US
dc.typeArticleen_US
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