Notice: Undefined index: linkPowrot in C:\wwwroot\wwwroot\publikacje\publikacje.php on line 1275
[42292] Artykuł: An idea of the application of fuzzy neural networks to medical decision support systemsCzasopismo: Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE 96), Warsaw Tom: 1, Strony: 398-403ISBN: 0-7803-3334-9 Wydawca: IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA Opublikowano: 1996 Autorzy / Redaktorzy / Twórcy
Grupa MNiSW: Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science) Punkty MNiSW: 0 Klasyfikacja Web of Science: Proceedings Paper DOI Web of Science |
The paper presents a methodology for medical decision support systems design which combines a fuzzy-set approach with artificial neural networks. The proposed methodology can deal with two types of medical knowledge which usually contribute to medical diagnosis: a fuzzy one (linguistic rules provided by human experts) and a nonfuzzy one (numerical data obtained from medical tests). The proposed approach has been successfully applied in medical diagnosis as a support system in the treatment of duodenal ulcer with the use of highly selective vagotomy.