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...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 30; no. 2; pp. 272 - 281
Main Authors:	Yan, Hongmei, Jiang, Yingtao, Zheng, Jun, Peng, Chenglin, Li, Qinghui
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2006
Subjects:	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 Access:	Get full text
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