Computer Methods and Programs in Biomedicine · 2000 · 52 citations · 36 references
MedicineBiomedical EngineeringCardiologyBiomedical Signal ProcessingElectrophysiologyInterventional CardiologyCardiac Signal ProcessingCardiovascular MonitoringElectrocardiogram AnalysisElectrocardiogram InterpretationElectrocardiographyContinuous Wavelet TransformEcg Feature ExtractionElectrocardiographic ChangesTime-frequency Analysis Of ElectrocardiogramsWavelet AnalysisWavelet TransformWavelet Transform AnalysisWavelet-based Analysis
In a pilot study, electrocardiographic (ECG) recordings of patients with left and right coronary stenosis taken before and after angioplasty were analyzed using the continuous wavelet transform. Time-frequency distributions were obtained for different leads in order to examine the dynamics of the QRS-spectrum and establish features specific of ischemia in the time-frequency domain. We found relevant changes in the mid-frequency range, reflecting the ECG's response to percutaneous transluminal coronary angioplasty (PTCA). The changes appeared in ECG leads close to ischemic zones of the myocardium. Time-frequency distributions of the ECG during the QRS may thus become another electrocardiographic indicator of ischemia, alternative to ST-level in standard ECG or body surface mapping. The paper demonstrates the ability of the continuous wavelet transform to detect short lasting events of low amplitude superimposed on large signal deflections.
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Statistics and Data Analysis in Geology
Robert H. Shumway, John C. Davis · Technometrics · 1987 · 4.8K citations
Statistics and Data Analysis in Geology.
Richard A. Reyment, J. C. Davis · Biometrics · 1988 · 4.6K citations
Wavelets and signal processing
Olivier Rioul, Martin Vetterli · IEEE Signal Processing Magazine · 1991 · 2.8K citations · Full text