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ecg-qrs-detection

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Решение задач по анализу временных рядов: детекция пиков QRS на сигналах ЭКГ с помощью ML, прогнозирование заболеваемости COVID с помощью LSTM и др.

  • Updated May 2, 2023
  • Jupyter Notebook

An automated electrocardiogram (ECG) detection and annotation algorithm was developed base on the works presented in Martinez et al. , Zusterzeel et al., and Smisek et al. The algorithm was coded in MATLAB and uses the discrete time wavelet transform and multiple layers of segmentation to isolate important components of a raw ECG signal. The res…

  • Updated Apr 28, 2022
  • MATLAB

Fetal heart rate monitoring through non-invasive electrocardiography is of great relevance in clinical practice to supervise the fetal health during pregnancy. However, the analysis of fetal ECG is considered a challenging problem for biomedical and signal processing communities. This is mainly due to the low signal- to-noise ratio of fetal ECG …

  • Updated Apr 12, 2022

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