Supervised Machine Learning Based Noninvasive Prediction of Atrial Flutter Mechanism from P-to-P Interval Variability under Imbalanced Dataset Conditions

Atrial flutter (AFL) is a common arrhythmia with two significant mechanisms, namely, focal (FAFL) and macroreentry (MAFL). Discrimination of the AFL mechanism through noninvasive techniques can improve radiofrequency ablation efficacy. This study aims to differentiate the AFL mechanism using a 12-le...

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Detalles Bibliográficos
Autores principales: Gul, Muhammad Usman, Kamarul Azman, Muhammad Haziq, Kadir, Kushsairy Abdul, Shah, Jawad Ali, Hussen, Seada
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995187/
https://www.ncbi.nlm.nih.gov/pubmed/36909967
http://dx.doi.org/10.1155/2023/8162325

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995187/
https://www.ncbi.nlm.nih.gov/pubmed/36909967
http://dx.doi.org/10.1155/2023/8162325

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