A comparative study on computerised diagnostic performance of hepatitis disease using ANNs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4114 LNAI - II, Issue , 2006, Pages 1177-1182

  Vural, Revna Acar ^a   Özyilmaz, Lale ^a   Yildirim, Tülay ^a  

^a YILDIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; COMPUTER SCIENCE; DATA REDUCTION; PATTERN RECOGNITION; RADIAL BASIS FUNCTION NETWORKS;

CROSS VALIDATION; GENERAL REGRESSION NEURAL NETWORKS; PROBABILISTIC NEURAL NETWORKS;

NEURAL NETWORKS;

EID: 33749581758     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11816171_145     Document Type: Conference Paper

References (11)

1. Cheung, N.: Machine Learning Techniques for Medical Analysis, Bs.C. Thesis, University of Queensland, Australia (2001)
2. The Columbia Electronic Encyclopedia, Sixth Edition, Columbia University Press. Licensed from Columbia University Press, USA (2003)
3. Schalkoff, R. J.: Artificial Neural Networks, McGraw-Hill Inc., Singapore (1997)
4. Haykin, S.: Neural Networks: A Comprehensive Foundation, Macmillan College Publishing, New York (1994)
5. Dorffher, G.: Unified Framework for MLPs and RBFNs: Introducing Conic Section Function Networks, Cybernetics and Systems, 25 (1994)511-554
6. Specht, D. F.: Probabilistic Neural Networks, Neural Networks, 3 (1990) 109-118
7. Specht, D. F.: A General Regression Neural Network, IEEE Trans. Neural Networks, 2 (6) (1991) 568-576
8. Sarle, W.: What Are Cross-validation and Bootstrapping?, Available at http://www.faqs.org/faqs/ai-faq/neural-nets/part3/section-12.html, (2005)
9. Sboner, A.: A Multiple Classifier System for Early Melanoma Diagnosis. AI in Medicine, 27(2003) 29-44
10. Blake, C. L., Merz, C. J., UCI Repository of Machine Learning Databases [http://www.ics.uci.edu/~mleam/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science, (1998)
11. Özyilmaz, L., Yildirim, T.: Artificial Neural Networks for Diagnosis of Hepatitis Disease, International Joint Conference on Neural Networks. IEEE publication, New York (2003) 586-589