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ECG ANALYSIS

Motivation

ECG is a type of time-series data, it has its own particular properties. This project is created to learn these specifics and how to obtain valuable features from the ECG signal. In particular, QRS complexes, RR intervals.

Screenshots

Raw signal: Raw signal

Filter frequency response: Filter frequency response

Applied filter: Applied filter

R peaks detection process: R peaks detection process

Comparison with different R-peaks detecors: Comparison with different R-peaks detecors

Dependencies

to be added soon

Literature:

1. Pan-Tomkins algorithm (Pan J., Tompkins W. J., A real-time QRS detection algorithm, IEEE Transactions on Biomedical Engineering, Vol. BME-32, No. 3, March 1985, pp. 230-236).
2.