A logic simplification based on expert system application for TBC diagnosis

BildiriYalnız künye
  • SDG 3 · Sağlık ve Kaliteli Yaşam

Özet

Tuberculosis (TBC), caused by the bacterium My tuberculosis (Mtb), is a growing international health crisis [1]. TBC is one of the main causes of death produced by infectious illness and is responsible for almost 3 millions deaths every year [2]. In this study, a controlled Expert System (ES) have designed to diagnosis of TBC and truth table have created by considering the probabilities of TBC (12 symptom, 212=4096 different cases). According to the probabilities of TBC, 6 different cases have accepted as output values and reduced rule bases have obtained. These output values have been processed by an ES and have tried to diagnosis of TBC with help to ES. We obtained very good results and the results of analyses carried out indicated that controls performed with ES provide less time, less probability, reliable and consistent diagnosis and that are feasible in real life.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/13183Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/978-3-642-20865-2_4Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorSümbül, Harun
dc.contributor.authorBaşçiftçi, Fatih
dc.contributor.editorLin, JC
dc.contributor.editorNikita, KS
dc.date.accessioned2026-10-22T10:21:02.150949145Z
dc.date.available2026-10-22T10:21:02.150949145Z
dc.date.issued2011
dc.description.abstractTuberculosis (TBC), caused by the bacterium My tuberculosis (Mtb), is a growing international health crisis [1]. TBC is one of the main causes of death produced by infectious illness and is responsible for almost 3 millions deaths every year [2]. In this study, a controlled Expert System (ES) have designed to diagnosis of TBC and truth table have created by considering the probabilities of TBC (12 symptom, 212=4096 different cases). According to the probabilities of TBC, 6 different cases have accepted as output values and reduced rule bases have obtained. These output values have been processed by an ES and have tried to diagnosis of TBC with help to ES. We obtained very good results and the results of analyses carried out indicated that controls performed with ES provide less time, less probability, reliable and consistent diagnosis and that are feasible in real life.
dc.identifier.doi10.1007/978-3-642-20865-2_4
dc.identifier.eissn1867-822X
dc.identifier.endpage34
dc.identifier.isbn978-364220866-9
dc.identifier.issn1867-8211
dc.identifier.scopus2-s2.0-84885886935
dc.identifier.startpage27
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/13183
dc.identifier.volume55 LNICST
dc.identifier.wosWOS:000303349700004
dc.language.isoen
dc.publisherSPRINGER
dc.relation.conference2nd International ICST Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2010
dc.relation.ispartofLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectExpert System
dc.subjectLogic Simplification
dc.subjectLogic Synthesis
dc.subjectReduced Rule Bases
dc.subjectTBC
dc.subject.classificationComputer Science, Information Systems
dc.subject.classificationEngineering, Biomedical
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationComputer Science
dc.subject.classificationEngineering
dc.subject.otherHealth care
dc.subject.otherMobile telecommunication systems
dc.subject.otherProbability
dc.subject.otherCauses of death
dc.subject.otherHealth crisis
dc.subject.otherLogic Simplification
dc.subject.otherLogic synthesis
dc.subject.otherOutput values
dc.subject.otherReduced Rule Bases
dc.subject.otherRule basis
dc.subject.otherSystem applications
dc.subject.otherTBC
dc.subject.otherTruth tables
dc.subject.otherExpert systems
dc.titleA logic simplification based on expert system application for TBC diagnosis
dc.typeConference Object
dspace.entity.typePublication
rdl.citation.openalex0
rdl.citation.scopus1
rdl.citation.wos0
rdl.conference.date18 October 2010 through 20 October 2010
rdl.conference.placeAyia Napa
rdl.oa.statusclosed
rdl.sdgSDG03
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexConference Proceedings Citation Index - Science (CPCI-S)