Key result
A five-cycle median filtering algorithm successfully differentiated sinus tachycardia from paroxysmal ventricular tachycardia with 92% sensitivity and 96% specificity.
Why the study?
Does a median filtering algorithm improve the differentiation of sinus tachycardia from ventricular tachycardia compared to established algorithms?
Does a median filtering algorithm improve the differentiation of sinus tachycardia from ventricular tachycardia compared to established algorithms?
A median filtering algorithm demonstrates high sensitivity and specificity for distinguishing sinus tachycardia from ventricular tachycardia, potentially improving the performance of implantable antitachycardia devices.
Answers are grounded in this paper and cite their sources.
May enhance device-based tachycardia discrimination; leaves open superiority to established algorithms in prospective use.
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.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
No takes yet. Share an insight, caveat, or question.
Chiang et al. (2003) studied Sinus tachycardia and ventricular tachycardia (n=100). Median filtering algorithm vs. Established rate variation algorithms was evaluated on Differentiation of sinus tachycardia from paroxysmal ventricular tachycardia. A five-cycle median filtering algorithm successfully differentiated sinus tachycardia from paroxysmal ventricular tachycardia with 92% sensitivity and 96% specificity.
Synapse has enriched 10 related papers. Consider them for comparative context: