Wavelet time entropy, T wave morphology and myocardial ischemia

Using wavelets, the authors computed the entropy of the signal at various frequency levels (wavelet time entropy) and, thus, find an optimal measure to differentiate normal states from ischemic ones. This new indicator is independent from the ST segment and yet provide a conclusive detection of the ischemic states.

[1]  S.N. Tandon,et al.  Using wavelet transforms for ECG characterization. An on-line digital signal processing system , 1997, IEEE Engineering in Medicine and Biology Magazine.

[2]  Y. Meyer Ondelettes sur l'intervalle. , 1991 .

[3]  G Johansson,et al.  Quantification of myocardium at risk and detection of reperfusion by dynamic vectorcardiographic ST segment monitoring in a pig occlusion-reperfusion model. , 1993, Cardiovascular research.

[4]  Truong Q. Nguyen,et al.  Wavelets and filter banks , 1996 .

[5]  R. Nadeau,et al.  Continuous ST-segment monitoring during coronary angioplasty using orthogonal ECG leads. , 1997, Journal of electrocardiology.

[6]  P Rubel,et al.  Are serial Holter QT, late potential, and wavelet measurement clinically useful? , 1996, Journal of Electrocardiology.

[7]  W. Dahmen,et al.  Biorthogonal Spline Wavelets on the Interval—Stability and Moment Conditions , 1999 .

[8]  A. Cohen Ten Lectures on Wavelets, CBMS-NSF Regional Conference Series in Applied Mathematics, Vol. 61, I. Daubechies, SIAM, 1992, xix + 357 pp. , 1994 .

[9]  Gilles Deslauriers,et al.  UNE FAMILLE D'ONDELETTES BIORTHOGONALES SUR L'INTERVALLE OBTENUE PAR UN SCH ´ EMA D'INTERPOLATION IT ´ ERATIVE , 1999 .

[10]  A. Figliola,et al.  Analysis of physiological time series using wavelet transforms. , 1997, IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society.

[11]  Steven A. Orszag,et al.  CBMS-NSF REGIONAL CONFERENCE SERIES IN APPLIED MATHEMATICS , 1978 .

[12]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[13]  Wojciech Zareba,et al.  Contribution of the Wavelet Analysis to the Noninvasive Electrocardiology , 1998 .

[14]  S. Thurner,et al.  Multiresolution Wavelet Analysis of Heartbeat Intervals Discriminates Healthy Patients from Those with Cardiac Pathology , 1997, adap-org/9711003.

[15]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[16]  Nitish V. Thakor,et al.  Wavelet analysis of coronary artery occlusion related changes in ECG , 1993, Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ.

[17]  M.E. Womble,et al.  Data compression for storing and transmitting ECG's/VCG's , 1977, Proceedings of the IEEE.

[18]  B Dubé,et al.  Continuous ST segment recording during thrombolysis in acute myocardial infarction: a report on orthogonal ECG monitoring. , 1995, The Canadian journal of cardiology.

[19]  I. Daubechies,et al.  Biorthogonal bases of compactly supported wavelets , 1992 .