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SCI Özgün Makale Scopus
Web based medical decision support system application of Coronary Heart Disease diagnosis with Boolean functions minimization method
Expert Systems with Applications 2011 Cilt 38
Scopus Eşleşmesi Bulundu
22
Atıf
38
Cilt
14037-14043
Sayfa
Scopus Yazarları: Fatih Başçiftçi, Hayri İncekara
Özet
Heart and vein diseases are one of the most important health problems. The number of the people who died of heart and vein diseases is more than the number of the people who died of all other health problems and natural disasters. In order to decrease this number, the intervention must be started very earlier and people must be informed about this subject. In this study, Medical Expert System has been used all the probabilities of CHD has been determined (9 symptoms, 29 = 512 different occasions) and from these probabilities, an accuracy table has been formed. This accuracy table has been simplified with the Boolean functions simplifying methods. 94 rules have been achieved by the Boolean functions minimization method. The rules achieved have formed the Expert System's rule base. 303 patients' values have been compared with the realized Expert System. The Medical Expert System which was formed as a result of the evaluation has evaluated men with 86.5%, women with 84.5% and in general with 86.1% accuracy rate. © 2011 Elsevier Ltd. All rights reserved.
Anahtar Kelimeler (Scopus)
Coronary Heart Disease Boolean function minimization Expert System Heart attack Reduced rule base
Scimago Dergi Bilgisi Otomatik ISSN Eşleştirmesi 2011 yılı verileri
Expert Systems with Applications
Q1
SJR Quartile
1,113
SJR Skoru
290
H-Index
Kategoriler: Artificial Intelligence (Q1) · Computer Science Applications (Q1) · Engineering (miscellaneous) (Q1)
Alanlar: Computer Science · Engineering
Ülke: United Kingdom · Elsevier Ltd
Bu bilgiler makale yılına göre Scimago veritabanından ISSN eşleştirmesiyle otomatik getirilmektedir. Dergi sıralama verileri Scimago'nun ilgili yılı baz alınmaktadır.

Anahtar Kelimeler

Coronary Heart Disease Boolean function minimization Expert System Heart attack Reduced rule base

Makale Bilgileri

Dergi Expert Systems with Applications
ISSN 09574174
Yıl 2011 / 5. ay
Cilt / Sayı 38
Sayfalar 14037 – 14043
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks SCI
Yayın Dili İngilizce
Kapsam Uluslararası
Toplam Yazar 2 kişi
Erişim Türü Elektronik
Erişim Linki Makaleye Git
Alan Mühendislik Temel Alanı- Bilgisayar Bilimleri ve Mühendisliği

YÖKSİS Yazar Kaydı

Yazar Adı BAŞÇİFTÇİ FATİH, İNCEKARA HAYRİ
YÖKSİS ID 334974