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Comparing ECG Artifact Removal Methods for Diaphragm EMG during Inspiratory Pressure-Threshold Loading: Effects on
Viviana J Shiffman1, Jem I Arnold1, Chloe A Mathews1
1School of Kinesiology, Faculty of Education, The University of British Columbia, Vancouver, BC, Canada.
Respiratory Physiology & Neurobiology
|August 10, 2026
Summary
This study compared methods for reducing electrocardiographic (ECG) artifact in diaphragm electromyogram (EMGdi) signals. ECG-guided QRS exclusion is preferred for assessing EMGdi-force relationships, especially in females.
Area of Science:
- Respiratory Physiology
- Biomedical Engineering
- Electrophysiology
Background:
- Diaphragm electromyogram (EMGdi) measurement via esophageal catheters is prone to electrocardiographic (ECG) artifact.
- Cardiac electrical activity contamination can compromise EMGdi signal quality and interpretation.
- Understanding sex-based differences in artifact reduction is crucial for accurate physiological assessment.
Purpose of the Study:
- To compare artifact reduction methods for esophageal EMGdi signals.
- To investigate sex-based differences in the effectiveness of these methods.
- To evaluate the impact of artifact reduction on the EMGdi-force output relationship (PTPdi).
Main Methods:
- Sixteen healthy adults (7 female, 9 male) underwent inspiratory pressure threshold loading (PTL).
- Esophageal EMGdi and simultaneous ECG were recorded.
- Four processing methods were compared: ECG-R (QRS exclusion), ICA, ICA-W (ICA with wavelet transformation), and RAW (no artifact removal).
Main Results:
- No significant differences in EMGdi-PTL relationships were found between sexes or processing methods.
- EMGdi was significantly associated with PTPdi across all methods in both sexes.
- In females, the EMGdi-PTPdi association was weaker with ICA and ICA-W compared to ECG-R.
Conclusions:
- All tested methods effectively reduce ECG artifact during PTL with low heart rates.
- ICA and ICA-W are viable alternatives when a simultaneous ECG is unavailable.
- ECG-guided QRS exclusion (ECG-R) is the preferred method for studies correlating EMGdi with diaphragm force output.
