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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Vydáno v:	Expert systems with applications Ročník 30; číslo 2; s. 272 - 281
Hlavní autoři:	Yan, Hongmei, Jiang, Yingtao, Zheng, Jun, Peng, Chenglin, Li, Qinghui
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.02.2006
Témata:	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
On-line přístup:	Získat plný text
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