Three lightweight CNN architectures for ECG interpretation achieve competitive performance with reduced computational cost across multiple public datasets and tasks.
Ptb-xl, a large publicly available electro- cardiography dataset
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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Wireless ECG data from unsupervised real-world activities shows statistical agreement with clinical 12-lead and Holter ECG data on RR intervals and heart rate variability.
citing papers explorer
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Efficient Neural Architectures for Real-Time ECG Interpretation on Limited Hardware
Three lightweight CNN architectures for ECG interpretation achieve competitive performance with reduced computational cost across multiple public datasets and tasks.
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Statistical Analysis of the Reliability of Data Collected with Wireless Electrocardiograms Outside Clinical Settings
Wireless ECG data from unsupervised real-world activities shows statistical agreement with clinical 12-lead and Holter ECG data on RR intervals and heart rate variability.