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
[11]   Quantification of anaesthetic effects on atrial fibrillation rate by partial least-squares [J].
Cervigon, R. ;
Moreno, J. ;
Reilly, R. B. ;
Perez-Villacastin, J. ;
Castells, F. .
PHYSIOLOGICAL MEASUREMENT, 2012, 33 (10) :1757-1768
[12]   Identify the Presence of Prostate Cancer in Individuals with PSA Levels <20 ng ml-1 Using Computational Data Extraction Analysis of High Dimensional Peripheral Blood Flow Cytometric Phenotyping Data [J].
Cosma, Georgina ;
McArdle, Stephanie E. ;
Reeder, Stephen ;
Foulds, Gemma A. ;
Hood, Simon ;
Khan, Masood ;
Pockley, A. Graham .
FRONTIERS IN IMMUNOLOGY, 2017, 8
[13]   An evaluation method of risk grades for prostate cancer using similarity measure of cubic hesitant fuzzy sets [J].
Fu, Jing ;
Ye, Jun ;
Cui, Wenhua .
JOURNAL OF BIOMEDICAL INFORMATICS, 2018, 87 :131-137
[14]  
Guariglia Emanuel, 2017, 2017 2nd International Multidisciplinary Conference on Computer and Energy Science (SpliTech)
[15]   Harmonic Sierpinski Gasket and Applications [J].
Guariglia, Emanuel .
ENTROPY, 2018, 20 (09)
[16]   Entropy and Fractal Antennas [J].
Guariglia, Emanuel .
ENTROPY, 2016, 18 (03)
[17]   Introducing Wavelets and Time-Frequency Analysis Wavelet-Related Technologies in Biomedical Signal Processing [J].
Guido, Rodrigo C. ;
Addison, Paul S. ;
Walker, James .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2009, 28 (05) :13-13
[18]   Practical and Useful Tips on Discrete Wavelet Transforms [J].
Guido, Rodrigo Capobianco .
IEEE SIGNAL PROCESSING MAGAZINE, 2015, 32 (03) :162-166
[19]   Cancer statistics, 2006 [J].
Jemal, A ;
Siegel, R ;
Ward, E ;
Murray, T ;
Xu, JQ ;
Smigal, C ;
Thun, MJ .
CA-A CANCER JOURNAL FOR CLINICIANS, 2006, 56 (02) :106-130
[20]   Using principal components analysis to examine resting state EEG in relation to task performance [J].
Karamacoska, Diana ;
Barry, Robert J. ;
Steiner, Genevieve Z. .
PSYCHOPHYSIOLOGY, 2019, 56 (05)