ECG based Sleep Staging
2 papers with code • 0 benchmarks • 0 datasets
Sleep Staging from only ECG signal
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Libraries
Use these libraries to find ECG based Sleep Staging models and implementationsMost implemented papers
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging
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.
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation
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.