Classification of short single-lead electrocardiograms (ECGs) for atrial fibrillation detection using piecewise linear spline and XGBoost.
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DOI: 10.1088/1361-6579/aadf0f
Abstract: OBJECTIVE Detection of atrial fibrillation is important for risk stratification of stroke. We developed a novel methodology to classify electrocardiograms (ECGs) to normal, atrial fibrillation and other cardiac dysrhythmias as defined by the PhysioNet Challenge… read more here.
Keywords: atrial fibrillation; electrocardiograms ecgs; piecewise; linear spline ... See more keywords