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Post-Ventricular Premature Contraction Phase Correction Improves the Predictive Value of Average T-Wave Alternans in Ambulatory ECG Recordings
- Source :
- IEEE Transactions on Biomedical Engineering
- Publication Year :
- 2018
-
Abstract
- Objective : We proposed and evaluated a method for correcting possible phase shifts provoked by the presence of ventricular premature contractions (VPCs) for a better assessment of T-wave alternans (TWA). Methods: First, we synthesized ECG signals with artificial TWA in the presence of different noise sources. Then, we assessed the prognostic value for sudden cardiac death (SCD) of the long-term average of TWA amplitude (the index of average alternans, $IAA$ ) in ambulatory ECG signals from congestive heart failure (CHF) and evaluated whether it is sensitive to the presence of VPCs. Results: The inclusion of the phase correction after VPC in the processing always improved estimation accuracy of the $IAA$ under different noisy conditions and regardless of the number of the VPCs included in the sequence. It also presented a positive impact on the prognostic value of $IAA$ with increased hazard ratios (from 17% to 29%, depending of the scenario) in comparison to the noninclusion of this step. Conclusion: The proposed methodology for $IAA$ estimation, which corrects for the possible phase reversal on TWA after the presence of VPCs, represents a robust TWA estimation approach with a significant impact on the prognostic value of $IAA$ for SCD stratification in CHF patients. Significance: An accurate TWA estimation has a potential direct clinical impact on noninvasive SCD stratification, allowing better identification of patients at higher risk and helping clinicians in adopting the most appropriate therapeutic strategy.
- Subjects :
- Male
medicine.medical_specialty
0206 medical engineering
Biomedical Engineering
02 engineering and technology
030204 cardiovascular system & hematology
Sudden cardiac death
03 medical and health sciences
0302 clinical medicine
Predictive Value of Tests
Internal medicine
medicine
Heart rate variability
Humans
Aged
medicine.diagnostic_test
business.industry
Hazard ratio
Signal Processing, Computer-Assisted
T wave alternans
Middle Aged
medicine.disease
Prognosis
020601 biomedical engineering
Ventricular Premature Complexes
Ambulatory ECG
Death, Sudden, Cardiac
Predictive value of tests
Heart failure
Cardiology
Electrocardiography, Ambulatory
Female
business
Electrocardiography
Subjects
Details
- ISSN :
- 15582531
- Volume :
- 65
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- IEEE transactions on bio-medical engineering
- Accession number :
- edsair.doi.dedup.....be3ccb55b456fec689237439745d0dd5