/ECG_Generator

ECG generator

Primary LanguagePythonMIT LicenseMIT


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ECG Generator

An awesome streamlit app to generate ECGs!
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About The Project

This application is a streamlit app that allows you to generate ECGs. It is based on a variational autoencoder where the architecture is detailed HERE.

preview

In this application, you are able to generate ECGs of different types:

  • NOR : Normal beat (NOR)
  • LBBB : Left bundle branch block beat (LBBB)
  • RBBB : Right bundle branch block beat (RBBB)
  • NE : Nodal (junctional) escape beat (NE)
  • AP : Atrial premature beat (AB)
  • aAP : Aberrated atrial premature beat (aAP)
  • NP : Nodal (junctional) premature beat (NP)
  • PVC : Premature ventricular contraction (PVC)
  • VE : Ventricular escape beat (VE)
  • fVN : Fusion of ventricular and normal beat (VF)

And export them in a csv file. You can choose the number of ECGs you want to generate.