Prediction of Type and Recurrence of Atrial Fibrillation after Catheter Ablation via Left Atrial Electroanatomical Voltage Mapping Registration and Multilayer Perceptron Classification: A Retrospective Study

Atrial fibrillation (AF) is a common cardiac arrhythmia and affects one to two percent of the population. In this work, we leverage the three-dimensional atrial endocardial unipolar/bipolar voltage map to predict the AF type and recurrence of AF in 1 year. This problem is challenging for two reasons...

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Detalles Bibliográficos
Autores principales: An, Qiyuan, McBeth, Rafe, Zhou, Houliang, Lawlor, Bryan, Nguyen, Dan, Jiang, Steve, Link, Mark S., Zhu, Yingying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Communication
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185445/
https://www.ncbi.nlm.nih.gov/pubmed/35684678
http://dx.doi.org/10.3390/s22114058

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185445/
https://www.ncbi.nlm.nih.gov/pubmed/35684678
http://dx.doi.org/10.3390/s22114058

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