Application of Neutrosophic Logic to Evaluate Correlation between Prostate Cancer Mortality and Dietary Fat Assumption

被引:37
作者
Aslam, Muhammad [1 ]
Albassam, Mohammed [1 ]
机构
[1] King Abdulaziz Univ, Dept Stat, Fac Sci, Jeddah 21551, Saudi Arabia
来源
SYMMETRY-BASEL | 2019年 / 11卷 / 03期
关键词
prostate cancer; neutrosophic statistics; dietary fat level; neutrosophic regression; neutrosophic correlation;
D O I
10.3390/sym11030330
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents an epidemiological study on the dietary fat that causes prostate cancer in an uncertainty environment. To study this relationship under the indeterminate environment, data from 30 countries are selected for the prostate cancer death rate and dietary fat level in the food. The neutrosophic correlation and regression line are fitted on the data. We note from the neutrosophic analysis that the prostate cancer death rate increases as the dietary fat level in the people increases. The neutrosophic regression coefficient also confirms this claim. From this study, we conclude that neutrosophic regression is a more effective model under uncertainty than the regression model under classical statistics. We also found a statistical correlation between dietary fat and prostate cancer risk.
引用
收藏
页数:7
相关论文
共 33 条
[1]   Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations [J].
Abdul-Wahab, SA ;
Bakheit, CS ;
Al-Alawi, SM .
ENVIRONMENTAL MODELLING & SOFTWARE, 2005, 20 (10) :1263-1271
[2]   A fuzzy logic-based warning system for patients classification [J].
Al-Dmour, Jumanah A. ;
Sagahyroon, Assim ;
Al-Ali, A. R. ;
Abusnana, Salah .
HEALTH INFORMATICS JOURNAL, 2019, 25 (03) :1004-1024
[3]  
[Anonymous], SYMMETRY BASEL
[4]   Soy Consumption and the Risk of Prostate Cancer: An Updated Systematic Review and Meta-Analysis [J].
Applegate, Catherine C. ;
Rowles, Joe L., III ;
Ranard, Katherine M. ;
Jeon, Sookyoung ;
Erdman, John W., Jr. .
NUTRIENTS, 2018, 10 (01)
[5]   Are Racial Disparities in Pancreatic Cancer Explained by Smoking and Overweight/Obesity? [J].
Arnold, Lauren D. ;
Patel, Alpa V. ;
Yan, Yan ;
Jacobs, Eric J. ;
Thun, Michael J. ;
Calle, Eugenia E. ;
Colditz, Graham A. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2009, 18 (09) :2397-2405
[6]   Design of Sampling Plan for Exponential Distribution Under Neutrosophic Statistical Interval Method [J].
Aslam, Muhammad .
IEEE ACCESS, 2018, 6 :64153-64158
[7]   A New Sampling Plan Using Neutrosophic Process Loss Consideration [J].
Aslam, Muhammad .
SYMMETRY-BASEL, 2018, 10 (05)
[8]   Neuro-fuzzy system for prostate cancer diagnosis [J].
Benecchi, Luigi .
UROLOGY, 2006, 68 (02) :357-361
[9]   Quantitative Analysis of Seven New Prostate Cancer Biomarkers and the Potential Future of the "Biomarker Laboratory' [J].
Cao, Kevin ;
Arthurs, Callum ;
Atta-ul, Ali ;
Millar, Michael ;
Beltran, Mariana ;
Neuhaus, Jochen ;
Horn, Lars-Christian ;
Henrique, Rui ;
Ahmed, Aamir ;
Thrasivoulou, Christopher .
DIAGNOSTICS, 2018, 8 (03)
[10]   Early Detection of Prostate Cancer: AUA Guideline [J].
Carter, H. Ballentine ;
Albertsen, Peter C. ;
Barry, Michael J. ;
Etzioni, Ruth ;
Freedland, Stephen J. ;
Greene, Kirsten Lynn ;
Holmberg, Lars ;
Kantoff, Philip ;
Konety, Badrinath R. ;
Murad, Mohammad Hassan ;
Penson, David F. ;
Zietman, Anthony L. .
JOURNAL OF UROLOGY, 2013, 190 (02) :419-426