Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias

Autor: Ruben Doste, Miguel Lozano, Guillermo Jimenez-Perez, Lluis Mont, Antonio Berruezo, Diego Penela, Oscar Camara, Rafael Sebastian

Publikováno v: Frontiers in Physiology, Vol 13 (2022)

In order to determine the site of origin (SOO) in outflow tract ventricular arrhythmias (OTVAs) before an ablation procedure, several algorithms based on manual identification of electrocardiogram (ECG) features, have been developed. However, the rep

Externí odkaz: https://doaj.org/article/ea6be0e073a94a0d88985778a37f0199

Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias

Autor: Doste, Ruben, Lozano, Miguel, Jimenez-Perez, Guillermo, Mont, Lluis, Berruezo, Antonio, Penela, Diego, Camara, Oscar, Sebastian, Rafael

Publikováno v: Doste Beltrán, Rubén Lozano, Miguel Gimenez Perez, G. Mont Girbau, L. Berruezo, Antonio Penela, D. Camara, Óscar Sebastian Aguilar, Rafael 2022 Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias Frontiers In Physiology 13 1 15

In order to determine the site of origin (SOO) in outflow tract ventricular arrhythmias (OTVAs) before an ablation procedure, several algorithms based on manual identification of electrocardiogram (ECG) features, have been developed. However, the rep

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4f84bf2c07293bd085d90c5a82d36475
https://hdl.handle.net/10550/86582

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Comparative analysis of electrocardiographic imaging and ECG in predicting the origin of outflow tract ventricular arrhythmias

Autor: Zhijun Wang, Xinbin Zhou, Huafeng Liu, Lin Fang, Wei Mao

Publikováno v: Journal of International Medical Research, Vol 48 (2020)
The Journal of International Medical Research

Objectives The aim of this study was to investigate the accuracy of electrocardiographic imaging (ECGI) in localizing the origin of outflow tract ventricular arrhythmias (OTVAs) and compare its performance with that of seven published 12-lead electro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8eee522db02bdcd55caf6ef60bee756c
https://doi.org/10.1177/0300060520913132

Discrete prepotentials with an isoelectric segment at the successful ablation site in the right ventricular outflow tract and pulmonary artery junction in a case with a ventricular arrhythmia

Autor: Takamitsu Takagi, Shinsuke Miyazaki, Hitoshi Hachiya, Yoshito Iesaka, Junji Matsuda, Tomonori Watanabe

Publikováno v: HeartRhythm Case Reports, Vol 1, Iss 5, Pp 348-351 (2015)
HeartRhythm Case Reports

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::678a70952b56f0acdbc9c833ad375b30