Key result
Spatiotemporal activation estimation with extreme spatial smoothing reduces beat origin localization error ~70% vs temporal-only methods.
Why the study?
Does a spatiotemporal approach improve the accuracy of activation time estimation and beat origin localization in electrocardiographic imaging compared to a temporal-only approach?
Does a spatiotemporal approach improve the accuracy of activation time estimation and beat origin localization in electrocardiographic imaging compared to a temporal-only approach?
Absolute Event Rate: 10% vs 33%
A spatiotemporal approach combined with spatial smoothing improves the accuracy of activation time estimation and reduces beat origin localization error to a median of 1 cm in a canine model, potentially expediting clinical catheter ablation.
Electrocardiographic imaging (ECGI) reconstructs epicardial potentials and electrograms from body-surface electrocardiograms and a torso-heart geometry. For clinical purposes, local activation and recovery times are often more useful than epicardial electrograms. However, noise and fractionation can affect estimation of activation and recovery times from reconstructed electrograms. Here, we employ a method for activation and recovery time estimation that detects the simultaneous presence of spatial and temporal features associated with a passing wavefront and evaluate this in a series of canine experiments. We show that estimation of activation times is more accurate when this spatiotemporal approach is used, however, recovery times are best determined with a temporal-only approach. Additional spatial smoothing further benefits activation and recovery time estimation in all cases. This results in a median beat origin localization error of only one centimeter, which could expedite catheter-based diagnostic evaluation and ablation in clinical settings.
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Cluitmans et al. (2016) studied Cardiac electrical activity localization (n=4). Spatiotemporal approach with extreme spatial smoothing vs. Temporal-only approach was evaluated on Median beat origin localization error (mm). Combining a spatiotemporal approach to activation time estimation with extreme spatial smoothing reduced median beat origin localization error to 10 mm compared to 33 mm with a temporal-only approach.
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