Biotechnical measurement and software system for the prediction and diagnosis of osteochondrosis of the lumbar region based on acupuncture points with the use of fuzzy logic rules

被引:14
作者
Al-Kasasbeh, Riad [1 ]
Korenevskiy, Nikolay [2 ]
Ionescu, Florin [3 ]
Alshamasin, Mahdi [1 ]
Smith, Andrew P. [4 ]
Alwadie, Abdullah [5 ]
机构
[1] Al Balqa Appl Univ, Fac Engn Technol, Amman 11937, Jordan
[2] South West State Tech Univ, Fac Biomed Engn, Kursk, Russia
[3] Univ Berlin, Steinbeis Transfer Inst Dynam Syst, Berlin, Germany
[4] Univ Appl Sci HTWG, Fac Comp Sci, Constance, Germany
[5] Najran Univ, Fac Engn, Dept Elect Engn, Najran, Saudi Arabia
来源
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK | 2013年 / 58卷 / 01期
关键词
acupuncture points; biologically active points; diagnosis; fuzzy logic; membership functions; osteochondrosis; ELECTRICAL-PROPERTIES; MERIDIANS; SKIN; CONDUCTANCE;
D O I
10.1515/bmt-2012-0081
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We propose a biotech measurement scheme and software based on new features for the diagnosis of backbone osteochondrosis. Together with the traditional methods of diagnosis, the energy characteristics of biologically active points (acupuncture points, or APs) are used. This new software is based on mathematical models of the internal and biologically active points of meridian structures' interaction. The information from the APs is used in the solving rules based on fuzzy logic for decision-making, together with the factors of confidence of Shortliffe, the membership functions of Zadeh, and Kullback's informativeness measures. In terms of prognostic decision rules, clinical test shows that the quality of prediction using only the energy characteristics of APs is high, with high coefficient of confidence for the control sample as well. A check on control samples allows us to recommend the obtained results for use in medical practice as a part of corresponding systems of support for decision-making.
引用
收藏
页码:51 / 65
页数:15
相关论文
共 44 条
[1]  
Al-Kasasbeh N.A.R.T., 2011, P 18 INT C CONTR SYS, P901
[2]  
Al-Kasasbeh R, 2012, COMPUT METHOD BIOMEC, V15, P1
[3]  
Al- Kasasbeh R, 2011, BIOINF BIOM TECHN P
[4]  
Al-Kasasbeh R.T., 2009, P 4 IAFA INT C INT A, P71
[5]  
Al-Kasasbeh R.T., 2009, PROC CI2009 IASTED I, P190
[6]   Synthesis of Fuzzy Logic for Prediction and Medical Diagnostics by Energy Characteristics of Acupuncture Points [J].
Al-Kasasbeh, Riad ;
Korenevskiy, Nikolay ;
Ionescou, Florin ;
Alshamasin, Mahdi ;
Kuzmin, Alexander .
JOURNAL OF ACUPUNCTURE AND MERIDIAN STUDIES, 2011, 4 (03) :175-182
[7]  
Al-Kasasbeh RT, 2009, P INT C MED INF TECH, P26
[8]  
Ananin VF, 1992, MONOGRAPH RUSSIAN
[9]  
Buchanan BG, 1984, RULE BASED EXPERT SY
[10]   Electrical properties of meridians [J].
Chen, KG .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1996, 15 (03) :58-+