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KWUFeatureExtraction

In main_preproc, RR interval was extracted using the ECG signals of CHF, AF, Healthy data, and outliers were removed. This includes features extracting through complexity quantification based on various entropy such as Multiscale Dispersion Entropy(MDE), Multiscale Cumulative Residual Dispersion Entropy(MCRDE), Multiscale Sample Entropy(MSE) and Multiscale Fuzzy Dispersion Entropy(MFDE) with preprocessed RRI as input

main_feature_extraction.m

  • MDE.m

    • DisEn_NCDF.m
    • DisEn_NCDF_ms.m

  • MCRDE.m

    • DisEn_NCDF.m
    • DisEn_NCDF_ms.m
    • CumulativeFunc.m

  • MSE_mu.m

  • pe.m

    • multiScale.m

  • MFDE.m

    • FuzzyDisEn_NCDF.m
    • FuzzyDisEn_NCDF_ms.m
    • triangle_MF.m
    • trapezoidal_MF.m