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Arrhythmia Classification by Using Convolutional Neural Network with 2-D ECG Spectral Image Representation

This project is my full implementation of this article.
The dataset can be downloaded here.
The one-dimensional ECG time series signals are transformed into 2-D spectrograms through short-time Fourier transform and Recurrence Plot.

Results

image