TY - GEN
T1 - Changes in T-Peak-to-T-End Morphology Measured by Time-Warping are Associated with Ischemia-Induced Ventricular Fibrillation in a Porcine Model
AU - Gomez, Neurys
AU - Ramirez, Julia
AU - Martin-Yebra, Alba
AU - Demidova, Marina M.
AU - Platonov, Pyotr
AU - Martinez, Juan Pablo
AU - Laguna, Pablo
PY - 2023
Y1 - 2023
N2 - In this work, we use a time-warping-based morphology variation index, d_{w}, computed between the peak and the end of the T-wave, and assess its association with the occurrence of ventricular fibrillation (VF) episodes in ischemic conditions. ECG recordings from 26 pigs under-going a 40-minute coronary occlusion were analyzed. The d_{w} series was obtained by quantifying the morphological differences between the final part of the T wave at different stages of the occlusion and a reference T wave in the control recording. During control recordings, d_{w} remained stationary with a median value along each recording of 1.76 ms, IQR of 1.80, while during artery occlusion followed a well-marked gradual increasing trend as ischemia progressed, with median of 15.47 ms, IQR of 18.53. At the 20-to-25 min period from occlusion onset (and during 5 min prior to VF episode) dw averages in the VF group was significantly higher than in the non-VF group with median values of 40.0 (and 34.4) vs 7.8 (and 7.7) ms, with p-values of 0.002 (and 0.001), respectively. In conclusion, dynamic increases of the d_{w} index during ischaemia progression in pigs are associated with VF occurrence.
AB - In this work, we use a time-warping-based morphology variation index, d_{w}, computed between the peak and the end of the T-wave, and assess its association with the occurrence of ventricular fibrillation (VF) episodes in ischemic conditions. ECG recordings from 26 pigs under-going a 40-minute coronary occlusion were analyzed. The d_{w} series was obtained by quantifying the morphological differences between the final part of the T wave at different stages of the occlusion and a reference T wave in the control recording. During control recordings, d_{w} remained stationary with a median value along each recording of 1.76 ms, IQR of 1.80, while during artery occlusion followed a well-marked gradual increasing trend as ischemia progressed, with median of 15.47 ms, IQR of 18.53. At the 20-to-25 min period from occlusion onset (and during 5 min prior to VF episode) dw averages in the VF group was significantly higher than in the non-VF group with median values of 40.0 (and 34.4) vs 7.8 (and 7.7) ms, with p-values of 0.002 (and 0.001), respectively. In conclusion, dynamic increases of the d_{w} index during ischaemia progression in pigs are associated with VF occurrence.
UR - https://www.scopus.com/pages/publications/85182341798
U2 - 10.22489/CinC.2023.408
DO - 10.22489/CinC.2023.408
M3 - Paper in conference proceeding
AN - SCOPUS:85182341798
T3 - Computing in Cardiology
BT - Computing in Cardiology, CinC 2023
PB - IEEE Computer Society
T2 - 50th Computing in Cardiology, CinC 2023
Y2 - 1 October 2023 through 4 October 2023
ER -