Melancholia Diagnosis Based on Energy Medicine Information and CMAC Neural Network Approach

被引:0
作者
Hung, Chin-pao [1 ]
Su, Hong-Jhe [1 ]
Yang, Shih-liang [2 ]
机构
[1] Natl Chin Yi Univ Technol, Dept Elect Engn, Taipei, Taiwan
[2] Taichung Hosp, Dept Hlth, Taichung, Taiwan
来源
PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, KNOWLEDGE ENGINEERING AND DATA BASES | 2009年
关键词
energy medicine; disease diagnosis; melancholia; depression questionnaire; CMAC; neural network;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a preliminary result about the melancholia diagnosis scheme based on the analyses of depression questionnaire and the meridian energy of human body is proposed. Firstly, a large amount data obtained from hospital, recorded the aged patients' depression rating scales and the 12 sets meridian energy signals, are sieved out three disease groups' patterns. Then, CMAC (Cerebellar Model Articulation Controller) neural network diagnosis architecture is built depending on the three disease groups' patterns. Thirdly, the selected patterns were utilized to train the CMAC neural network. Finally, inputting the 12 sets meridian energy signals of human body into CMAC neural network, the finished training neural network can be used to diagnose the possibility of people with melancholia or not.
引用
收藏
页码:59 / +
页数:4
相关论文
共 9 条
[1]  
Albus J. S., 1975, Transactions of the ASME. Series G, Journal of Dynamic Systems, Measurement and Control, V97, P220, DOI 10.1115/1.3426922
[2]  
Handelman D. A., 1990, IEEE Control Systems Magazine, V10, P77, DOI 10.1109/37.55128
[3]   Diagnosis of incipient faults in power transformers using CMAC neural network approach [J].
Hung, CP ;
Wang, MH .
ELECTRIC POWER SYSTEMS RESEARCH, 2004, 71 (03) :235-244
[4]  
HUNG CP, 2003, INT JOINT C NEUR NET
[5]  
HUNG CP, 2007, WSEAS T INFORM SCI A, V4, P393
[6]  
HUNG CP, 2003, ADV SOFT COMPUTING E
[7]  
*MEDPEX ENT LTD, 2002, SYST OP MAN MER EN A
[8]   LEARNING CONVERGENCE IN THE CEREBELLAR MODEL ARTICULATION CONTROLLER [J].
WONG, YF ;
SIDERIS, A .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (01) :115-121
[9]   DEVELOPMENT AND VALIDATION OF A GERIATRIC DEPRESSION SCREENING SCALE - A PRELIMINARY-REPORT [J].
YESAVAGE, JA ;
BRINK, TL ;
ROSE, TL ;
LUM, O ;
HUANG, V ;
ADEY, M ;
LEIRER, VO .
JOURNAL OF PSYCHIATRIC RESEARCH, 1983, 17 (01) :37-49