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N. Maglaveras, T. Stamkopoulos, et al., “An Adaptive Backpropagation Neural Network for Real-Time Ischemia Episodes Detection: Development and Performance Analysis Using the European ST-T Database,” IEEE Transactions on Biomedical Engineering, Vol. 45, No. 7, 1998, pp. 193-214. doi:10.1109/10.686788

has been cited by the following article:

• TITLE: The Use of Fuzzy Clustering and Correlation to Implement an Heart Disease Diagnosing System in FPGA

  AUTHORS: Evaldo Renó Faria Cintra, Tales Cleber Pimenta, Robson Luiz Moreno

  KEYWORDS: Cardiopathy, Heart, Correlation, Fuzzy Clustering, Electrocardiogram

  JOURNAL NAME: Journal of Software Engineering and Applications, Vol.4 No.8, August 2, 2011

  ABSTRACT: In this paper we present a signal processing method capable of detecting cardiopathies in electrocardiograms that was implemented in FPGA. The adopted procedure is based on fuzzy clustering to reduce the amount of data sampling, and a comparison with samples from a previously established database. By using the correlation method on the samples, it is possible to establish an initial indication of a cardiopathy. The reduced number of samples of the clustering process turns the processing simpler and allows its hardware implementation. According to the tests conducted, the method achieves 91% correct diagnoses.