Diagnosis of gastrointestinal disorders using DIAGNET

Expert Systems with Applications

Volumn 32, Issue 2, 2007, Pages 329-335

  Aruna, P ^a   Puviarasan, N ^a   Palaniappan, B ^a  

^a ANNAMALAI UNIVERSITY   (India)

Author keywords

Artificial domain; Backpropagation; DIAGNET; Fuzzy sets; Gastrointestinal disorders; Neural network; Radial basis functions neural network

Indexed keywords

BACKPROPAGATION; COMPUTATIONAL LINGUISTICS; DISEASES; FUZZY SETS; RADIAL BASIS FUNCTION NETWORKS;

ARTIFICIAL DOMAIN; DIAGNET; GASTROINTESTINAL DISORDERS; RADIAL BASIS FUNCTIONS NEURAL NETWORKS;

MEDICAL COMPUTING;

EID: 33750464483     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.11.039     Document Type: Article

References (16)

1. Adlassing K.P. Fuzzy set theory in medical diagnosis. IEEE Transactions on Systems Man Cybernetic SMC -16 12 (1986) 260-265
2. Baxt W.G. Applications of neural networks to clinical medicine. Lancet 346 (1995) 1135-1138 (Baxt956)
3. Baxt W.G. Artifical neural networks to identify acute myocardial infarction-Reply. Lancet 347 (1996) 551 (Baxt96)
4. Karayiannis N.B., and Randolph-Gips M.M. On the construction and training of reformulated Radial basis function neural networks. IEEE Transactions on Neural Networks 14 4 (2003) 835-884
5. Leung K.S., and Lam W. Fuzzy concepts in expert systems. IEEE Transactions on Fuzzy Systems (1988)
6. Li Y.-C., Liu L., Chiu W.-T., and Jian W.-S. Neural network modeling for surgical decisions on traumatic brain injury patients. International Journal of Medical Informatics 57 (2000) 1-9
7. Lisoba P.J.G. A review of evidence of health benefit from artificial neural networks in medical intervention. Neural networks 15 (2002) 11-39
8. Liu Z.-Q., and Yan F. Fuzzy neural network in Case-Based Diagnostic System. IEEE Transactions on Fuzzy system 5 2 (1997) 209-222
9. Mitra S. Neuro-fuzzy rule generation: survey in soft computing framework. IEEE Transactions on Neural Networks 11 3 (2000)
10. Osowski S., and Hoai Linh T. ECG beat recognition using fuzzy hybrid neural network. IEEE Transactions on Biomedical Engineering 48 Nov. (2001)
11. Pal S.K., and Mitra S. Multilayer perception, fuzzy sets and classification. IEEE Transactions on Neural Networks 3 Sept (1992) 683-697
12. Pedryez W., and Rocha A.F. Fuzzy-set based model of neurons and knowledge- based networks. IEEE Transactions on Fuzzy System 1 Nov. (1993) 254-266
13. Poli R., Cagnoni S., Livi R., Coppini G., and Valli G. A Neural Network Expert System for diagnosing and treating Hypertension. IEEE Transactions on Neural Network (1991)
14. Salchenberger L., Venta E.R., and Venta L.A. Using neural networks to aid the diagnosis of breast implant rupture. Computers Operation Research 24 5 (1997) 435-444
15. Silipo R., Bortolan G., and Marchesi C. Design of hybrid architectures based on neural classifier and RBF pre-processing for ECG analysis. International Journal of Approximate Reasoning 21 (1999) 177-196
16. Wyns B., Sette S., Boullart L., Baeten D., Hoffman I.E.A., and De Keyser F. Prediction of diagnosis in patients with early arthritis using combined Kohenen mapping and instance based evaluation criterion. Artificial Intelligence in Medicine 31 (2004) 45-55