ECG based Sleep Staging

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2 shown of 2 papers with code (2 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation
  18 Nov 2022 1 repository listed
  In order to take advantage of both the modalities, transferring knowledge from EEG to ECG is a reasonable approach, ultimately boosting the performance of ECG based sleep staging.
• A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging
  14 Dec 2021 1 repository listed
  This demonstrates the viability of KD for performance improvement of single-channel ECG based sleep staging in 4-class(W-L-D-R) and 3-class(W-N-R) classification.