Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation from Premature Atrial/Ventricular Contractions

OBJECTIVE-: Detection of Atrial fibrillation (AF) from premature atrial contraction (PAC) and premature ventricular contraction (PVC) is difficult as frequent occurrences of these ectopic beats can mimic the typical irregular patterns of AF. In this paper, we present a novel density Poincaré plot-ba...

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Pubblicato in:IEEE Trans Biomed Eng
Autori principali: Bashar, Syed Khairul, Han, Dong, Zieneddin, Fearass, Ding, Eric, Fitzgibbons, Timothy P., Walkey, Allan J., McManus, David D., Javidi, Bahram, Chon, Ki H.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2021
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7863548/
https://ncbi.nlm.nih.gov/pubmed/32746035
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2020.3004310
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