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Volumn , Issue , 2008, Pages

Designing an expert system of liver disorders by using neural network and comparing it with parametric and nonparametric system

Author keywords

Bayesian theory; Liver disorder; Medical expert system; Neural network; Parametric method

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; BAYESIAN NETWORKS; DECISION SUPPORT SYSTEMS; DECISION THEORY; IMAGE CLASSIFICATION; IMAGE RETRIEVAL; LEARNING ALGORITHMS; LIVER; NEURAL NETWORKS; PROBLEM SOLVING;

EID: 56649083661     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSD.2008.4632783     Document Type: Conference Paper
Times cited : (10)

References (14)
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    • R. Nayak, L. C. Jainl and B. K. H. Ting1 Artificial Neural Networks Biomedical Engineering: A Review 2001
    • R. Nayak, L. C. Jainl and B. K. H. Ting1 " Artificial Neural Networks Biomedical Engineering: A Review" 2001
  • 2
    • 56649110126 scopus 로고    scopus 로고
    • E.H.shortliffe Computer -base Medical Consultations: MYSIN New York: Elsevier.1976.
    • E.H.shortliffe "Computer -base Medical Consultations: MYSIN New York: Elsevier.1976.
  • 4
    • 56649105546 scopus 로고    scopus 로고
    • Stavros J.perantions and Vassilis Virvilisinput Feature Extraction for Multilayered perceptron using supervised principal component Analysis institute of informatics and telecommunication national center for scientic research \Demokritos 153 10 Aghia Paraskevi,Athens ,Greece email: sper@iit.demokritos.gr 2000
    • Stavros J.perantions and Vassilis Virvilis"input Feature Extraction for Multilayered perceptron using supervised principal component Analysis" institute of informatics and telecommunication national center for scientic research \Demokritos" 153 10 Aghia Paraskevi,Athens ,Greece email: sper@iit.demokritos.gr 2000
  • 6
    • 0141801207 scopus 로고    scopus 로고
    • School of Information Technology and Electrical Engineering. BsC thesis, University of Queenland
    • Cheung, N. (2001). Machine learning techniques for medical analysis. School of Information Technology and Electrical Engineering. BsC thesis, University of Queenland.
    • (2001) Machine learning techniques for medical analysis
    • Cheung, N.1
  • 7
    • 0036582564 scopus 로고    scopus 로고
    • Bayesian framework for least squares supports vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis
    • Van Gestel, T., Suykens, J. A. K., Lanckriet, G., Lambrechts, A., De Moor, B., & Vandewalle, J. (2002). Bayesian framework for least squares supports vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis. Neural Computation, 14(5), 1115-1147.
    • (2002) Neural Computation , vol.14 , Issue.5 , pp. 1115-1147
    • Van Gestel, T.1    Suykens, J.A.K.2    Lanckriet, G.3    Lambrechts, A.4    De Moor, B.5    Vandewalle, J.6
  • 11
    • 56649093231 scopus 로고    scopus 로고
    • Disorders Dataset
    • Available from, last accessed: 15 August 2005
    • .BUPA Liver Disorders Dataset. UCI repository of machine learning databases. Available from ftp://ftp.ics.uci.edu/pub/machine-learningdatabases/ liverdisorders/bupa.data, last accessed: 15 August 2005.
    • UCI repository of machine learning databases
    • Liver, B.U.P.A.1
  • 12
    • 12244312515 scopus 로고    scopus 로고
    • Comparison of Bayesian and Maximum Likelihood Methods to Determine the Performance of a Point of Care Test for Helicobacter pylori in the Office Setting Brendan, DOI: 10.1177/0272989X02239648 A
    • C. Delaney, Roger L. Holder, Teresa F. Allan, Joyce E. Kenkre and F. D. Richard Hobbs Med Decis Making 2003; 23; 21 DOI: 10.1177/0272989X02239648 A Comparison of Bayesian and Maximum Likelihood Methods to Determine the Performance of a Point of Care Test for Helicobacter pylori in the Office Setting Brendan.
    • (2003) Med Decis Making , vol.23 , pp. 21
    • Delaney, C.1    Holder, R.L.2    Allan, T.F.3    Kenkre, J.E.4    Richard Hobbs, F.D.5
  • 14
    • 56649083972 scopus 로고    scopus 로고
    • Tim Anderson ,Tony Martinez ,computer Science Department ,Brigham Young University cross validation and MLP Architecture Selection
    • Tim Anderson ,Tony Martinez ,computer Science Department ,Brigham Young University " cross validation and MLP Architecture Selection"


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.