A multilayer perceptron-based medical decision support system for heart disease diagnosis

The medical diagnosis by nature is a complex and fuzzy cognitive process, and soft computing methods, such as neural networks, have shown great potential to be applied in the development of medical decision support systems (MDSS). In this paper, a multiplayer perceptron-based decision support system...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Expert systems with applications Jg. 30; H. 2; S. 272 - 281
Hauptverfasser:	Yan, Hongmei, Jiang, Yingtao, Zheng, Jun, Peng, Chenglin, Li, Qinghui
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.02.2006
Schlagworte:	Back propagation algorithm Heart disease Medical decision support system Multilayer perceptron Performance of classifier Medical decision support system Multilayer perceptron Back propagation algorithm Performance of classifier Heart disease
ISSN:	0957-4174, 1873-6793
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!