ECG based Sleep Staging
2 papers with code • 0 benchmarks • 0 datasets
Sleep Staging from only ECG signal
Benchmarks
These leaderboards are used to track progress in ECG based Sleep Staging
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
acrophase/sleep_staging_kd
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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
acrophase/sleep_staging_kd
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IEEE 2022
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.
