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Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks
We show that on large datasets the deep learning model significantly outperforms other methods: The mean absolute error could be reduced by 31% on the new dataset PPG-DaLiA, and by 21% on the dataset WESAD.
Ranked #1 on
Heart rate estimation
on PPG-DaLiA
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