We obtained ECG recordings from the MIT Long-term database at www.physionet.org and played them back to the heart rate sensor (Actiheart) via a digital-to-analog converter. Subsequently, we used our proposed method to regress the data recorded by the device. Comparison between these results, the baseline model results, and the calculated true heart rate based on the beat-by-beat expert annotations provide further
evidence that our scheme represents a significant improvement over existing postprocessing methodology and the raw heart rate of the device.

Direct Link: https://doi.org/10.1109/TBME.2008.923118

Journal: IEEE Transactions on Biomedical Engineering. 2008 Apr 11;55(9):2143-51

Keywords: gaussian process regression, Heart Rate, physionet,

Applications: Heart Rate,

CamNtech Reference: AH08005

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