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  • Title: Cardiac state diagnosis using adaptive neuro-fuzzy technique.
    Author: Kannathal N, Lim CM, Rajendra Acharya U, Sadasivan PK.
    Journal: Med Eng Phys; 2006 Oct; 28(8):809-15. PubMed ID: 16434227.
    Abstract:
    Analysis of heart rate has become a popular noninvasive tool for assessing the activities of the autonomic nervous system (ANS). These signals may either contain indicators of a current disease or even warnings about impending diseases. However, to manually study and pinpoint heart abnormalities in voluminous data is strenuous and time consuming. Here, an adaptive neuro-fuzzy network is used to classify heart abnormalities in 10 different cardiac states and shown to be effective. The results indicate a high level of efficacy of tools used with an accuracy level of more than 94%.
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