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Machine Learning to Classify Intracardiac Electrical Patterns During Atrial Fibrillation: Machine Learning of Atrial Fibrillation.

Circulation. Arrhythmia and electrophysiology 32631100
BACKGROUND: Advances in ablation for atrial fibrillation (AF) continue to be hindered by ambiguities in mapping, even between experts. We hypothesized that convolutional neural networks (CNN) may enable objective analysis of intracardiac activation i...
Action Potentials Aged Atrial Fibrillation Atrial Function, Left Atrial Function, Right Diagnosis, Computer-Assisted Electrophysiologic Techniques, Cardiac Female Heart Rate Humans Male Middle Aged Neural Networks, Computer Pattern Recognition, Automated Predictive Value of Tests Registries Reproducibility of Results Signal Processing, Computer-Assisted Support Vector Machine Time Factors
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