CFP last date
20 January 2025
Reseach Article

Interval Valued Fuzzy Soft Sets and Algorithm of IVFSS Applied to the Risk Analysis of Prostate Cancer

by Muhammad Naveed Jafar, Muhammad Riaz Khan, Hamid Sultan, Naveed Ahmed
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 177 - Number 38
Year of Publication: 2020
Authors: Muhammad Naveed Jafar, Muhammad Riaz Khan, Hamid Sultan, Naveed Ahmed
10.5120/ijca2020919869

Muhammad Naveed Jafar, Muhammad Riaz Khan, Hamid Sultan, Naveed Ahmed . Interval Valued Fuzzy Soft Sets and Algorithm of IVFSS Applied to the Risk Analysis of Prostate Cancer. International Journal of Computer Applications. 177, 38 ( Feb 2020), 18-26. DOI=10.5120/ijca2020919869

@article{ 10.5120/ijca2020919869,
author = { Muhammad Naveed Jafar, Muhammad Riaz Khan, Hamid Sultan, Naveed Ahmed },
title = { Interval Valued Fuzzy Soft Sets and Algorithm of IVFSS Applied to the Risk Analysis of Prostate Cancer },
journal = { International Journal of Computer Applications },
issue_date = { Feb 2020 },
volume = { 177 },
number = { 38 },
month = { Feb },
year = { 2020 },
issn = { 0975-8887 },
pages = { 18-26 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume177/number38/31154-2020919869/ },
doi = { 10.5120/ijca2020919869 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:48:05.417850+05:30
%A Muhammad Naveed Jafar
%A Muhammad Riaz Khan
%A Hamid Sultan
%A Naveed Ahmed
%T Interval Valued Fuzzy Soft Sets and Algorithm of IVFSS Applied to the Risk Analysis of Prostate Cancer
%J International Journal of Computer Applications
%@ 0975-8887
%V 177
%N 38
%P 18-26
%D 2020
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In the past two decades, the frequent usage of computers has been observed as it has advanced and has aided us in several fields including medical. In the following study, we deduce an algorithm by deriving results from the correlation of prostate specific antigen (PSA), prostate volume (PV), PSA density, and the age of the already diagnosed prostate cancer patients and patients under consideration. This algorithm helps us develop a calculator that will determine the potential cancer risk and chances of BPH as well.

References
  1. Zadeh L.A.:Fuzzy sets.Inf. Control 8, 338-353 (1965)
  2. Molodstov D.: Soft set theory-first results. Comput.Math.Appl.,37(4-5), 19-31 (1999)
  3. Maji P.K., Roy A.R., Biswas R.: Fuzzy soft sets.J.Fuzzy Math., 9(3), 589-602 (2001)
  4. Ali M.I., Shabir M., Comments on De Morgan’s law in fuzzy soft sets. J.Fuzzy Math., 18(3), 679-686 (2010)
  5. Feng F., Jun.Y.B., Liu.X.Y., Li L.F.: An adjustable approach to fuzzy soft set based decision making. J.Comput.Appl.Math., 234, 10-20 (2010)
  6. Feng F., Li C., Davvaz B., Ali M.I.: Soft sets combined with fuzzy sets and rough sets. Soft Comput., 14, 899-911 (2010)
  7. Yang X.B., Lin T.Y., Yang J.Y., Li Y., and Yu D.: Combination of interval-valued fuzzy set and soft set. Computers and Mathematics with Applications ,58(3), 521-527 (2009)
  8. Catolona W.J., Partin A.W., Slawin K.M., Brawer M.K., Flanigan R.C., Patel. A. et al.: Use of the percentage free prostage specific antigen to enhance differentiation of prostate cancer from benign prostatic disease: a prospective multicenter clinical trial,.JAMA, Am. Med. Assoc. 279, 1542-1547 (1998)
  9. Egawa S., Soh S. Ohori M., Uchida T., Gohji K., Fujii A. et al: The ratio of free to total serum prostate specific antigen and its use in differential diagnosis of prostate carcinoma in Japan. Cancer(Online) 79, 90-98 (1997)
  10. Van Cangh P.J., De Nayer P., De Vischer L., Sauvage P., Tombal B., Lorge F. et al.: Free to total prostate specific antigen (PSA) ratio is superior to total PSA in differentiating benign prostate hypertrophy from prostate cancer. Prostate (Online) 29, 30-34 (1996)
  11. Nguyen.H.P., Kreinovich V.: Fuzzy Logic and its application in medicine. Int.J.Med. 62, 165-173 (2001)
  12. Metlin C., Lee F., Drago J.: The American cancer society national prostate cancer detection project. Findings on the detection of early prostate cancer in 2425 men. Cancer (Online) 67, 2949-2958 (1991)
  13. Seker H., Odetayo M., Petrovic D., Naguib R.N.G..,: A fuzzy logic based method for prognostic decision making in breast cancer and prostate cancers, IEEE Trans. Inf. Technol. Biomed., 7, 114-122 (2003)
  14. Saritas I., Allahverdi N., Sert U.: A fuzzy expert system design for diagnosis of prostate cancer. International on Computer Systems and Technologies - CompSysTech 2003 (2003)
  15. Keles A., Hasiloglu A.S., Aksoy Y., Neuro-fuzzy classification of prostate cancer using NEFCLASS-J Comput. Comput. Biol. Med., 37, 1617-1628(2007)
  16. Saritas I., Ozkan I.A., Sert U.: Prognosis of prostate cancer by artificial neural networks. Expert Syst. Appl. 37, 6646-6650 (2010)
  17. Maji P.K., Biswas R., Roy A.R.: Soft set theory. Comput. Math. Appl., 45, 555-562 (2003)
  18. Ali M.I., Feng F., Liu X., Min W.K., Shabir M.: On some new operations in soft set theory. Comput. Math. Appl., 57, 1547-1553 (2009)
  19. Mosli H., Abdel-Meguid T.: The relationship between prostate volume, prostate specific antigen and age in Saudi men with benign prostatic conditions. Afr. J. Urol. 16, 117-123 (2010)
  20. Vesely S., Knutson T., Damber J.E., Dicuio M., Dahlstrand C.: Relationship between age, prostate volume, prostate specific antigen, symptom score and uroflowmetry in men with lower urinary tract symptoms. Scand. J. Urol. Nephrol 37, 322-328 (2003)
  21. Roehborn C.G., Boyle P., Gould A.L., Waldstreicher J.: Serum prostate specific antigen as a predictor of prostate volume in men with benign prostate hyperplasia. Urology 53, 581-589 (1999)
  22. Gupta A., Aragaki C., Gotoh M., Masumori N., Ohshima S. Tsukamoto T. et al. Relationship between prostate specific antigen and indexes of prostate volume in Japanese men. J.Urol. 173, 503-506 (2005)
  23. Chang Y.L., Lin A.T., Chen K.K., Chang Y.H., Wu H.H., Kuo J.Y. et al. Correlation between serum prostate specific antigen and prostate volume in Taiwanese men with biopsy proven benign prostatic hyperplasia. J. Urol. 176, 196-199(2006)
  24. Mochtar C.A. Kiemeney L.A., Van Riemsdijk M.M., Barnett G.S., Laguna M.P., Debruyne F.M. et al.: Prostate specific antigen as an estimator of prostate volume in the management of patients with symptomatic benign prostatic hyperplasia. Eur. Urol. 44, 695-700(2003)
  25. Jafar.N.M, Saqlain.M, Saeed.M, Abbas.Q (2020), Application of Soft-Set Relations and Soft Matrices in Medical Diagnosis using Sanchez’s Approach , International Journal of Computer Applications, 177(32): 7-11.
  26. Jafar.N.M, Muniba.K, Saeed.A, Abbas.S, Bibi.I (2019), Application of Sanchez’s Approach to Disease Identification Using Trapezoidal Fuzzy Numbers, International Journal of Latest Engineering Research and Applications, 4(9):51-57
  27. Jafar.N.M, Faizullah, Shabbir.S, Alvi.F.M.S, Shaheen.L (2019), Intuitionistic Fuzzy Soft Matrices, Compliments and Their Relations with Comprehensive Study of Medical Diagnosis, International Journal of Latest Engineering Research and Applications, 5(1): 23-30.
  28. Riaz.M, Saeed.M, Saqlain.M, Jafar.N (2019), Impact of Water Hardness in Instinctive Laundry System Based on Fuzzy Logic Controller, Punjab University Journal of Mathematics, 51(4):73-84
  29. Saeed, M., Zulqarnain, M. and Dayan, F. (2018). TOPSIS analysis for the prediction of diabetes based on general characteristics of humans. Int. J. of Pharm. Sci. and Research. 9: 2932-2939
  30. Saqlain.M.Jafar.N, Riffat.A (2018), Smart Phone Selection by Consumers’ In Pakistan: FMCGDM Fuzzy Multiple Criteria Group Decision Making Approach, Gomal University Journal of Research, 34 (1): 27-31. 31.
  31. Saqlain.M, Jafar.N, Hamid.R,Shahzad.A. (2019), Prediction of Cricket World Cup 2019 by TOPSIS Technique of MCDM-A Mathematical Analysis, International Journal of Scientific & Engineering Research, 10(2): 789-792
  32. Saqlain.M, Naz.K, Ghaffar.K, Jafar.N.M (2019), Fuzzy Logic Controller: The Impact of Water pH on Detergents, Scientific Inquiry of Review 3(3):16–29.
  33. Saqlain M, Saeed M, Ahmad M. R, Smarandache F, (2019), Generalization of TOPSIS for Neutrosophic Hypersoft set using Accuracy Function and its Application, Neutrosophic Sets and Systems (NSS), 27: 131-137.
Index Terms

Computer Science
Information Sciences

Keywords

Prostate Cancer IVFSS Fuzzy Soft Sets PSA Age Factor BPH