PatchECG applies masked patch training and disordered attention to handle asynchronous and partially missing ECG signals from varied layouts, reaching average AUROC 0.835 on simulated conditions and 0.778 on real hospital images for atrial fibrillation.
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Masked Training for Robust Arrhythmia Detection from Digitalized Multiple Layout ECG Images
PatchECG applies masked patch training and disordered attention to handle asynchronous and partially missing ECG signals from varied layouts, reaching average AUROC 0.835 on simulated conditions and 0.778 on real hospital images for atrial fibrillation.