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meta00 / vital_sqi

A package for physiological signal quality control
MIT License
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Tutorial: preprocessing functions #12

Open meta00 opened 3 years ago

meta00 commented 3 years ago

Write a notebook to illustrate the signal processing steps for SQI extraction, as follows:

A. Described all the functions in preprocess_signal. 1) One example applies tapering method for a cycle of ECG and one for PPG. Plot the before and after tapering 2) One example applies smoothing method for a slightly distorted ECG and the same for PPG. Plot the before and after smoothing 3) One example for squeezing an ECG pattern and expanding an ECG pattern, the same for PPG. Plot the before and after usage

B. Described all functions in the bandpass. 1) An example of applying a highpass filter using butterworth, chebyshev, elliptic, and bessel filter for ECG. The same goes for PPG. 2) One example in applying lowpass filters using butterworth, chebyshev, elliptic, and bessel filter for ECG. The same goes for PPG.

Koaha commented 3 years ago

Done A, B for ECG. File Preprocess_ECG_PPG

Todo with PPG