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DOI 10.3233/thc-236029

Медицинская библиотека · Technology and health care : official journal of the European Society for Engineering and Medicine · 2023

Morphological ECG subtraction method for removing ECG artifacts from diaphragm EMG.

Guo Liang, Li Zhi-Wei, Zhang Han, Li Shuang-Miao, Zhang Jian-Heng

СтатьяПеревод пока не подготовлен

Аннотация

BACKGROUND

Diaphragmatic electromyographic (EMGdi) is a helpful method to reflect the respiratory center's activity visually. However, the electrocardiogram (ECG) severely affected its weakness, limiting its use.

OBJECTIVE

To remove the ECG artifact from the EMGdi, we designed a Morphological ECG subtraction method (MES) based on three steps: 1) ECG localization, 2) morphological tracking, and 3) ECG subtractor.

METHODS

We evaluated the MES method against the wavelet-based dual-threshold and stationary wavelet filters using visual and frequency-domain characteristics (median frequency and power ratio).

RESULTS

The results show that the MES method can preserve the features of the original diaphragm signal for both surface diaphragm signal (SEMGdi) and clinical collection of diaphragm signal (EMGdi_clinic), and it is more effective than the wavelet-based dual-threshold and stationary wavelet filtering methods.

CONCLUSION

The MES method is more effective than other methods. This technique may improve respiratory monitoring and assisted ventilation in patients with respiratory diseases.

Для цитирования: Guo Liang, Li Zhi-Wei, Zhang Han, Li Shuang-Miao, Zhang Jian-Heng. Morphological ECG subtraction method for removing ECG artifacts from diaphragm EMG.. Technology and health care : official journal of the European Society for Engineering and Medicine. 2023. DOI: 10.3233/thc-236029.

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