Q-onset and T-end delineation: assessment of the performance of an automated method with the use of a reference database.
The aim of the study is to assess the performance of an automated method for Q-onset and T-end delineation, as well as QT measurement with the use of a 'gold standard' of a manually created reference database. The data to be used comprise 548 recordings of the PTB Diagnostic ECG Database. The ECG signals are preprocessed, suppressing power-line interference, electromyographic noise and baseline drift according to our previously published investigations, guaranteeing accurate Q-onset and T-end locality preservation. Our method for automatic detection of Q-onset and T-end is based on the minimum value of the angle between two segments having a common mid point and equal lengths of 10 ms. The minimum of the angle is searched in defined time intervals delimited separately for the Q-onset and T-end. All measurements are performed on lead II only. Mean +/- standard deviations are obtained for 95% of the recordings: -0.08 +/- 2.71 for Q-onset, 5.10 +/- 9.22 for T-end and 4.40 +/- 9.93 for QT interval, as well as for 100% of the recordings: 0.46 +/- 4.84 for Q-onset, 1.28 +/- 16.75 for T-end and 0.83 +/- 16.67 for QT interval.
Christov
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Centre of Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria. ivaylo.christov@clbme.bas.bg
Simova
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D000465:Algorithms; D001331:Automation; D016208:Databases, Factual; D004562:Electrocardiography / Q000379:methods* / Q000706:statistics & numerical data*; D004576:Electromyography; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D012015:Reference Standards; D012815:Signal Processing, Computer-Assisted