Application of soft sets to diagnose the prostate cancer risk

被引：92

作者：

Yuksel, Saziye ^{[1
]}

Dizman, Tugbahan ^{[1
]}

Yildizdan, Gulnur ^{[2
]}

Sert, Unal ^{[3
]}

机构：

[1] Selcuk Univ, Fac Sci, Dept Math, Konya, Turkey

[2] Selcuk Univ, Kulu Tech Sci Coll, Dept Comp Technol & Programming, Konya, Turkey

[3] Necmettin Erbakan Univ, Meram Med Fac, Dept Urol, Konya, Turkey

来源：

JOURNAL OF INEQUALITIES AND APPLICATIONS | 2013年

关键词：

fuzzy set; soft set; prostate cancer; soft expert system; NORMAL PARAMETER REDUCTION;

D O I：

10.1186/1029-242X-2013-229

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

In recent years the artificial intelligence has been developed rapidly since it can be applied easily to several areas like medical diagnosis, engineering and economics, among others. In this study we have devised a soft expert system (SES) as a prediction system for prostate cancer by using the prostate specific antigen (PSA), prostate volume (PV) and age factors of patients based on fuzzy sets and soft sets and have calculated the patients' prostate cancer risk. Our data set has been provided by the Department of Urology, Meram Medical Faculty in Necmettin Erbakan University, Konya, Turkey.

引用

页数：11

共 26 条

[1] Soft sets and soft groups [J].

Aktas, Haci ;

Cagman, Naim .

INFORMATION SCIENCES, 2007, 177 (13) :2726-2735

[2]

Ali M.I., 2010, J FUZZY MATH, V18, P679

[3] On some new operations in soft set theory [J].

Ali, M. Irfan ;

Feng, Feng ;

Liu, Xiaoyan ;

Min, Won Keun ;

Shabir, M. .

COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (09) :1547-1553

[4] Neuro-fuzzy system for prostate cancer diagnosis [J].

Benecchi, Luigi .

UROLOGY, 2006, 68 (02) :357-361

[5]

Biswas R, 2001, J Fuzzy Math, V9, P677

[6] Use of the percentage of free prostate-specific antigen to enhance differentiation of prostate cancer from benign prostatic disease - A prospective multicenter clinical trial [J].

Catalona, WJ ;

Partin, AW ;

Slawin, KM ;

Brawer, MK ;

Flanigan, RC ;

Patel, A ;

Richie, JP ;

deKernion, JB ;

Walsh, PC ;

Scardino, PT ;

Lange, PH ;

Subong, ENP ;

Parson, RE ;

Gasior, GH ;

Loveland, KG ;

Southwick, PC .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 279 (19) :1542-1547

[7]

Egawa S, 1997, CANCER, V79, P90, DOI 10.1002/(SICI)1097-0142(19970101)79:1<90::AID-CNCR13>3.3.CO

[8]

2-H

[9] Soft sets and soft rough sets [J].

Feng, Feng ;

Liu, Xiaoyan ;

Leoreanu-Fotea, Violeta ;

Jun, Young Bae .

INFORMATION SCIENCES, 2011, 181 (06) :1125-1137

[10] Soft sets combined with fuzzy sets and rough sets: a tentative approach [J].

Feng, Feng ;

Li, Changxing ;

Davvaz, B. ;

Ali, M. Irfan .

SOFT COMPUTING, 2010, 14 (09) :899-911

← 1 2 3 →