DocumentCode :
473717
Title :
Derivation of orthogonal leads from the 12-lead ECG. accuracy of a single transform for the derivation of atrial and ventricular waves
Author :
Guillem, MS ; Sahakian, AV ; Swiryn, S.
Author_Institution :
Northwestern Univ., Evanston, IL
fYear :
2006
fDate :
17-20 Sept. 2006
Firstpage :
249
Lastpage :
252
Abstract :
Vectorcardiograms are not usually recorded in clinical practice and must be derived from the conventional 12- lead ECG, for example by making use of Dower´s transform. However, its accuracy for the derivation of the P wave is questionable. We tested the accuracy of Dower´s transform on the P-wave and compared with a P-wave optimized transform in a database of 123 simultaneous recordings of ECGs and VCGs. This new transform achieved a lower error when we compared derived vs. true measured P-waves (12.2 plusmn 7.96 muVRMS) than Dower´s transform (14.4 plusmn 9.5 muVRMS) and higher correlation values (Rx = 0.93 plusmn 0.12, Ry = 0.90 plusmn 0.27, Rz = 0.91 plusmn0.18 vs. Dower´s: Rx = 0.88 plusmn 0.15, Ry = 0.91 plusmn 0.26 , Rz = 0.85 plusmn 0.23). We concluded that derivation of P-waves and QRS complexes VCGs were optimized by the use of different transform matrices for each wave in this database.
Keywords :
electrocardiography; medical signal processing; transforms; 12 lead ECG; Dower transform accuracy; P wave derivation accuracy; P wave optimized transform; QRS complex; VCG; atrial wave derivation; orthogonal lead derivation; transform matrix; vectorcardiograms; ventricular wave derivation; Cardiology; Cutoff frequency; Electrocardiography; Frequency estimation; Low pass filters; Morphology; Optimization methods; Spatial databases; Testing; Visual databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2006
Conference_Location :
Valencia
Print_ISBN :
978-1-4244-2532-7
Type :
conf
Filename :
4511835
Link To Document :
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