AI Article Synopsis

  • - The study assessed a new automated system that localizes the origin of ventricular tachycardia (VT) using a 12-lead ECG, aiming to improve the process of catheter ablation.
  • - The system's accuracy was evaluated across 21 ablation procedures in 19 patients, with localization errors calculated from known reference sites to estimated sites, revealing an accuracy of 3.5 mm with patient-specific adjustments.
  • - The results indicated that the localization system achieved an overall accuracy within 10 mm, suggesting it has potential clinical applications for managing VT.

Article Abstract

Background: To facilitate ablation of ventricular tachycardia (VT), an automated localization system to identify the site of origin of left ventricular activation in real time using the 12-lead ECG was developed. The objective of this study was to prospectively assess its accuracy.

Methods: The automated site of origin localization system consists of 3 steps: (1) localization of ventricular segment based on population templates, (2) population-based localization within a segment, and (3) patient-specific site localization. Localization error was assessed by the distance between the known reference site and the estimated site.

Results: In 19 patients undergoing 21 catheter ablation procedures of scar-related VT, site of origin localization accuracy was estimated using 552 left ventricular endocardial pacing sites pooled together and 25 VT-exit sites identified by contact mapping. For the 25 VT-exit sites, localization error of the population-based localization steps was within 10 mm. Patient-specific site localization achieved accuracy of within 3.5 mm after including up to 11 pacing (training) sites. Using 3 remotes (67.8±17.0 mm from the reference VT-exit site), and then 5 close pacing sites, resulted in localization error of 7.2±4.1 mm for the 25 identified VT-exit sites. In 2 emulated clinical procedure with 2 induced VTs, the site of origin localization system achieved accuracy within 4 mm.

Conclusions: In this prospective validation study, the automated localization system achieved estimated accuracy within 10 mm and could thus provide clinical utility.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375941PMC
http://dx.doi.org/10.1161/CIRCEP.119.008262DOI Listing

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