Using reduced rule base with Expert System for the diagnosis of disease in hypertension.
Hypertension, also called the "Silent Killer", is a dangerous and widespread disease that seriously threatens the health of individuals and communities worldwide, often leading to fatal outcomes such as heart attack, stroke, and renal failure. It affects approximately one billion people worldwide wi...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 51; no. 12; pp. 1287 - 1294 |
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| Autores principales: | , , , |
| Formato: | research Journal Article |
| Publicado: |
Springer Nature
Dec2013
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=104111851&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 104111851 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Dec2013 vid: 51 iid: 12 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 104111851 NLM24043562 2012362865 10.1007/s11517-013-1096-8 NLM24043562 104111851 ppf: 1287 ppct: 7 formats: fmt: @attributes: type: P tig: atl: Using reduced rule base with Expert System for the diagnosis of disease in hypertension. aug: au: Basçiftçi, Fatih Eldem, Ayse Başçiftçi, Fatih Eldem, Ayşe affil: Electronics and Computer Education, Technical Education Faculty, Selcuk University, Konya, Turkey sug: subj: Diagnosis, Computer Assisted Methods Diagnosis, Computer Assisted Standards Expert Systems Hypertension Diagnosis Adolescence Adult Female Human Male Middle Age Risk Factors Young Adult Adolescent: 13-18 years Adult: 19-44 years Middle Aged: 45-64 years Female Male ab: Hypertension, also called the "Silent Killer", is a dangerous and widespread disease that seriously threatens the health of individuals and communities worldwide, often leading to fatal outcomes such as heart attack, stroke, and renal failure. It affects approximately one billion people worldwide with increasing incidence. In Turkey, over 15 million people have hypertension. In this study, a new Medical Expert System (MES) procedure with reduced rule base was developed to determine hypertension. The aim was to determine the disease by taking all symptoms of hypertension into account in the Medical Expert System (7 symptoms, 2(7) = 128 different conditions). In this new MES procedure, instead of checking all the symptoms, the reduced rule bases were used. In order to get the reduced rule bases, the method of two-level simplification of Boolean functions was used. Through the use of this method, instead of assessing 2(7) = 128 individual conditions by taking 7 symptoms of hypertension into account, reduced cases were evaluated. The average rate of success was 97.6 % with the new MES procedure. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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