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20172021
most citedAutomatic sleep stage classification with deep residual networks in a mixed-cohort setting

95 citations · 166 across the 4 of their papers we have counts for

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cs.LG2019★ 61 cited

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner +2

Neural networks are becoming more and more popular for the analysis of physiological time-series. The most successful deep learning systems in this domain combine convolutional and…