Non-episode-dependent assessment of paroxysmal atrial fibrillation through measurement of RR interval dynamics and atrial premature contractions

A method is presented for classifying a single lead surface electrocardiogram recording from a Holter monitor as being from a subject with paroxysmal atrial fibrillation (PAF) or not. The technique is based on first assessing the likelihood of 30-min segments of electrocardiogram (ECG) being from a...

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Veröffentlicht in:	Annals of biomedical engineering 2004-05, Vol.32 (5), p.677-687
Hauptverfasser:	Hickey, Brian, Heneghan, Conor, de Chazal, Philip
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Atrial Fibrillation - diagnosis Atrial Fibrillation - etiology Atrial Premature Complexes - complications Atrial Premature Complexes - diagnosis Classification Diagnosis, Computer-Assisted - methods Discriminant Analysis Electrocardiography - methods Heart Rate Humans Pattern Recognition, Automated Reproducibility of Results Sensitivity and Specificity
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