Representation and acquisition of expert knowledge for medical diagnosis system

B. Q. Sun; Q. S. Pan; Y. J. Feng; C. S. Zhang; Z. Z. Guan

Representation and acquisition of expert knowledge for medical diagnosis system

B. Q. Sun^*
, Q. S. Pan
, Y. J. Feng
, C. S. Zhang
, Z. Z. Guan

^*Corresponding author for this work

School of Management, Harbin Institute of Technology

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

This paper analyses the incompleteness of medical diagnosis experts knowledge and the method of integrating expert system with neural network for the representation and acquisition of expert knowledge. The single parameter dynamic searching algorithm works better than BP algorithm. An intelligent medical diagnostic system designed by integration of expert system and neural network for clinical diagnostic is presented. The results show that the method of integrating expert system with neural network is effective for representation and acquisition of expert knowledge.

Original language	English
Pages (from-to)	134-136
Number of pages	3
Journal	Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology
Volume	33
Issue number	1
State	Published - Feb 2001
Externally published	Yes

Keywords

Medical diagnostic system
Neural network
Representation and acquisition of expert knowledge
Single parameter dynamic searching algorithm

Cite this

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title = "Representation and acquisition of expert knowledge for medical diagnosis system",

abstract = "This paper analyses the incompleteness of medical diagnosis experts knowledge and the method of integrating expert system with neural network for the representation and acquisition of expert knowledge. The single parameter dynamic searching algorithm works better than BP algorithm. An intelligent medical diagnostic system designed by integration of expert system and neural network for clinical diagnostic is presented. The results show that the method of integrating expert system with neural network is effective for representation and acquisition of expert knowledge.",

keywords = "Medical diagnostic system, Neural network, Representation and acquisition of expert knowledge, Single parameter dynamic searching algorithm",

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year = "2001",

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AU - Pan, Q. S.

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AU - Zhang, C. S.

AU - Guan, Z. Z.

PY - 2001/2

Y1 - 2001/2

N2 - This paper analyses the incompleteness of medical diagnosis experts knowledge and the method of integrating expert system with neural network for the representation and acquisition of expert knowledge. The single parameter dynamic searching algorithm works better than BP algorithm. An intelligent medical diagnostic system designed by integration of expert system and neural network for clinical diagnostic is presented. The results show that the method of integrating expert system with neural network is effective for representation and acquisition of expert knowledge.

AB - This paper analyses the incompleteness of medical diagnosis experts knowledge and the method of integrating expert system with neural network for the representation and acquisition of expert knowledge. The single parameter dynamic searching algorithm works better than BP algorithm. An intelligent medical diagnostic system designed by integration of expert system and neural network for clinical diagnostic is presented. The results show that the method of integrating expert system with neural network is effective for representation and acquisition of expert knowledge.

KW - Medical diagnostic system

KW - Neural network

KW - Representation and acquisition of expert knowledge

KW - Single parameter dynamic searching algorithm

UR - https://www.scopus.com/pages/publications/0035244264

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AN - SCOPUS:0035244264

SN - 0367-6234

VL - 33

SP - 134

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JO - Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology

JF - Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology

IS - 1

ER -

Representation and acquisition of expert knowledge for medical diagnosis system

Abstract

Keywords

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