A dynamic fuzzy neural filter for separation of discontinuous adventitious sounds from vesicular sounds

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dc.contributor.author Mastorocostas, Paris A.
dc.contributor.author Theocharis, John B.
dc.date.accessioned 2015-06-24T09:36:10Z
dc.date.available 2015-06-24T09:36:10Z
dc.date.issued 2007-01-01
dc.identifier.other http://www.sciencedirect.com/science/article/pii/S0010482505001228 el
dc.identifier.uri http://apothesis.teicm.gr/xmlui/handle/123456789/1437
dc.description.abstract This paper presents a recurrent filter that performs real-time separation of discontinuous adventitious sounds from vesicular sounds. The filter uses two Dynamic Fuzzy Neural Networks, operating in parallel, to perform the task of separation of the lung sounds, obtained from patients with pulmonary pathology. Extensive experimental results, including fine/coarse crackles and squawks, are given, and a performance comparison with a series of other models is conducted, underlining the separation capabilities of the proposed filter and its improved performance with respect to its competing rivals. en
dc.format.extent 10 el
dc.language.iso en el
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.title A dynamic fuzzy neural filter for separation of discontinuous adventitious sounds from vesicular sounds en
dc.type Άρθρο σε επιστημονικό περιοδικό el
dc.identifier.doi 10.1016/j.compbiomed.2005.10.006
dc.publication.category Απαγόρευση δημοσίευσης - Βιβλιογραφική αναφορά el
dc.relation.journal Computers in Biology and Medicine;Vol. 37, Iss. 1
dc.subject.keyword Recurrent fuzzy-neural modelling el
dc.subject.keyword Pathological discontinuous adventitious sounds el
dc.subject.keyword Vesicular sounds el
dc.subject.keyword Real-time separation el


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Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές