Title :
Multilead ECG Delineation Using Spatially Projected Leads From Wavelet Transform Loops
Author :
Almeida, Rute ; Martinez, Juan Pablo ; Rocha, Ana Paula ; Laguna, Pablo
Abstract :
In this paper, a novel multilead (ML) based automatic strategy for delineation of ECG boundaries is proposed and evaluated with respect to the QRS and T-wave boundaries. The ML strategy is designed from a single-lead (SL) wavelet-transform-based delineation system. It departs from three orthogonal leads and takes advantage of the spatial information provided using a derived lead better fitted for delineation. SL delineation is then applied over this optimal derived lead. The ML strategy produces a reduced error dispersion compared to SL results, thus providing more robust, accurate, and stable boundary locations than any electrocardiographic lead by itself and outperforming strategies based on lead selection rules after SL delineation.
Keywords :
edge detection; electrocardiography; medical signal processing; wavelet transforms; QRS-wave boundary; T-wave boundary; electrocardiographic lead; multilead ECG delineation; single-lead wavelet transform; spatially projected lead; stable boundary location; Communication standards; Communications technology; Dissolved gas analysis; Electrocardiography; Frequency; Heart; Helium; Morphology; Robustness; Senior members; Signal to noise ratio; Technological innovation; Wavelet transforms; Derived lead; loop; multilead (ML) ECG; vectocardiogram (VCG); wave delineation; wavelet transform (WT); Electrocardiography; Humans; Reproducibility of Results; Signal Processing, Computer-Assisted;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2009.2021658