Supervised Machine Learning Based Noninvasive Prediction of Atrial Flutter Mechanism from P-to-P Interval Variability under Imbalanced Dataset Conditions

<div>Hypothetical propagation of depolarization wavefront inside the atrium (depicted here: right atrium). The beat number indicates a sequence of atrial beats. Note the path similarity in MAFL, and the lack of it in FAFL.</div>

Computational Intelligence and Neuroscience

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Figure 1

Figure 1: Supervised Machine Learning Based Noninvasive Prediction of Atrial Flutter Mechanism from P-to-P Interval Variability under Imbalanced Dataset Conditions 

Figure 1 | Supervised Machine Learning Based Noninvasive Prediction of Atrial Flutter Mechanism from P-to-P Interval Variability under Imbalanced Dataset Conditions 