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.
机构:
Elmhurst Hosp Ctr, Div Cardiol, Elmhurst, NY 11373 USA
NYU, Mt Sinai Sch Med, New York, NY USAElmhurst Hosp Ctr, Div Cardiol, Elmhurst, NY 11373 USA
机构:
Hosei Univ, Grad Sch Engn, Tokyo 1848584, JapanHosei Univ, Grad Sch Engn, Tokyo 1848584, Japan
Nishibe, Toshihiro
Yamashiro, Koichiro
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机构:
Hosei Univ, Grad Sch Engn, Tokyo 1848584, JapanHosei Univ, Grad Sch Engn, Tokyo 1848584, Japan
Yamashiro, Koichiro
Yana, Kazuo
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机构:
Hosei Univ, Grad Sch Engn, Tokyo 1848584, Japan
Hosei Univ, Res Ctr Comp and Multimedia Studies, Tokyo 1848584, JapanHosei Univ, Grad Sch Engn, Tokyo 1848584, Japan
Yana, Kazuo
Ono, Takuya
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机构:
Nippon Med Sch, Dept Cardiol, Tokyo 1138602, JapanHosei Univ, Grad Sch Engn, Tokyo 1848584, Japan
Ono, Takuya
2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC),
2013,
: 2076
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2079