August 14, 2015IEEE Transactions on Biomedical Engineering1,910 citations

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

Intervention

1-D Convolutional Neural Networks for real-time patient-specific ECG classification

A proposed 1-D Convolutional Neural Network for real-time patient-specific ECG classification is highly generic and applicable to any ECG dataset.

Due to its simple and parameter invariant nature, the proposed system is highly generic, and, thus, applicable to any ECG dataset.

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