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Towards Prediction of Heart Arrhythmia Onset Using Machine Learning

Current study aims at prediction of the onset of malignant cardiac arrhythmia in patients with Implantable Cardioverter-Defibrillators (ICDs) using Machine Learning algorithms. The input data consisted of 184 signals of RR-intervals from 29 patients with ICD, recorded both during normal heartbeat an...

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Detalles Bibliográficos
Autores principales: Kitlas Golińska, Agnieszka, Lesiński, Wojciech, Przybylski, Andrzej, Rudnicki, Witold R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303682/
http://dx.doi.org/10.1007/978-3-030-50423-6_28