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Signal processing / Personal project

Biomedical ECG Signal Processing

Filtering noisy ECG signals and analyzing QRS peaks.

PythonSciPySignal Processing
ECG: from noise to a clean signalNoisy signalFiltered signalQRS50 Hz notch0.5–40 Hz band-pass
ECG: from noise to a clean signal

The problem

Reduce powerline, baseline-wander and sensor noise.

The approach

50 Hz notch and 0.5–40 Hz Butterworth filtering, with beat-by-beat QRS and SNR analysis.

Results and scope

  • Validated signal restoration with SNR gain and peak detection.