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Fuzzy Logic System for ECG Interpretation

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Fuzzy Systems in Medicine

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 41))

Abstract

The analysis of electrocardiograms (ECGs) helps physicians make their cardiac diagnosis. Therefore a large store of medical knowledge and practical experience is required. In this paper we report on our investigations of a rule-based fuzzy logic system that processes ECG data using the knowledge of a medical expert. The aim is to give support to the physician for his diagnosis. In this first consideration we discuss single modules of the rule-based system proposed and moreover we present the used input and output variables of the rulebases. The performance of the implemented rule-based fuzzy logic system is tested using ECGs with abnormalities in the P and T wave as well as in the QRS complex. The system’s output corresponds to the analysis of these ECGs by a medical expert.

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Grauel, A. (2000). Fuzzy Logic System for ECG Interpretation. In: Szczepaniak, P.S., Lisboa, P.J.G., Kacprzyk, J. (eds) Fuzzy Systems in Medicine. Studies in Fuzziness and Soft Computing, vol 41. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1859-8_11

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  • DOI: https://doi.org/10.1007/978-3-7908-1859-8_11

  • Publisher Name: Physica, Heidelberg

  • Print ISBN: 978-3-662-00395-4

  • Online ISBN: 978-3-7908-1859-8

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