Sleep-EDF (Sleep-EDF Expanded)
Introduced by Goldberger et al. in Physiobank, physiotoolkit, and physionet: components of a new research resource for complex physiologic signals
The sleep-edf database contains 197 whole-night PolySomnoGraphic sleep recordings, containing EEG, EOG, chin EMG, and event markers. Some records also contain respiration and body temperature. Corresponding hypnograms (sleep patterns) were manually scored by well-trained technicians according to the Rechtschaffen and Kales manual, and are also available.
Source: https://www.physionet.org/content/sleep-edfx/1.0.0/Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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Sleep-EDF
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SleePyCo
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Sleep-EDF
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multi-head attention
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Sleep-EDF-SC
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CatBoost
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Sleep-EDF-ST
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CatBoost
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Sleep-EDFx (single-channel)
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SleePyCo
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Papers
| Paper | Code | Results | Date | Stars |
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