DocumentCode
1590146
Title
Median filtering as a sudden onset criterion to separate sinus tachycardia from ventricular tachycardia
Author
Chiang, Chih-ming James ; Jenkins, Janice M. ; Silka, Michael J. ; DiCarlo, Lorenzo A.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
fYear
1992
Firstpage
379
Lastpage
382
Abstract
Because the use of absolute rate alone to distinguish sinus tachycardia (ST) from ventricular tachycardia (VT) lacks precision, rate variation algorithms including sudden onset have been proposed to improve the detection of pathological tachycardias by implantable antitachycardia devices. In this study, a median filtering algorithm was designed, tested, and compared to these established algorithms using identical data. Onset of ST during exercise and during VT was analyzed for 50 cases each. Fixed-interval change and percent change of cardiac cycles were compared as criteria for sudden onset. Optimal performance of the five-cycle median filter was achieved using a threshold of 25% change in median ventricular rate. It successfully differentiated ST from paroxysmal VT with a sensitivity of 92% and specificity of 96%. Median filtering appears to yield better performance when compared to previously proposed onset algorithms for VT identification
Keywords
electrocardiography; medical signal processing; cardiac cycles; implantable antitachycardia devices; median filtering algorithm; pathological tachycardias; rate variation algorithms; sinus tachycardia; sudden onset criterion; ventricular tachycardia; Algorithm design and analysis; Cardiology; Change detection algorithms; Filtering algorithms; Filters; Morphology; Pathology; Performance analysis; Testing; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology 1992, Proceedings of
Conference_Location
Durham, NC
Print_ISBN
0-8186-3552-5
Type
conf
DOI
10.1109/CIC.1992.269352
Filename
269352
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