DocumentCode
674506
Title
Detection of electrode interchange in precordial and orthogonal ECG leads
Author
Jekova, Irena ; Krasteva, Vessela ; Abacherli, Roger
Author_Institution
Inst. of Biophys. & Biomed. Eng., Sofia, Bulgaria
fYear
2013
fDate
22-25 Sept. 2013
Firstpage
519
Lastpage
522
Abstract
This study presents methods for automated detection of interchanged precordial and orthogonal ECG leads that may prevent from incorrect diagnosis and treatment. For precordial leads V1-V6, correlation coefficients of QRS-T patterns and time-alignment of R and S-peaks are assessed. For orthogonal leads (X,Y,Z), analysis of QRS loops in the frontal plane, a set of correlation coefficients and a time-alignment of leads are implemented. The methods are elaborated using 15-lead ECG databases - 77 healthy control recordings from PTB database (training), and the total set of 1220 ECGs in CSE database with various arrhythmias (test). The specificity (Sp) for detection of the correct precordial leads configuration (V1 to V6) is 93.5% (training) and 91% (test) and the mean sensitivity (Se) for 23 simulated most common chest electrode swaps is 95.7% (training) and 95% (test). Sp for detection of the correct orthogonal leads X,Y,Z is 98.7% (training) and 93.3% (test), while mean Se for 47 reversals of electrode couples A/I, F/H, M/E is 98.5%, equal for both training and test databases.
Keywords
biomedical electrodes; correlation methods; electrocardiography; medical signal processing; patient diagnosis; 15-lead ECG databases; PTB database; QRS-T patterns; automated detection; chest electrode; correlation coefficients; electrode interchange detection; incorrect diagnosis; incorrect treatment; mean sensitivity; orthogonal ECG leads; precordial ECG leads; time alignment; Abstracts; Accuracy; Databases; Electrocardiography; Electrodes; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing in Cardiology Conference (CinC), 2013
Conference_Location
Zaragoza
ISSN
2325-8861
Print_ISBN
978-1-4799-0884-4
Type
conf
Filename
6713428
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