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Per-recording detection comparison on Apnea-ECG dataset.
| References | Accuracy (%) | Recall (%) | Specificity (%) | MAE | Corr |
|---|---|---|---|---|---|
| Song et al. (2015) | 97.1 | 95.8 | 100 | – | 0.860 |
| Sharma and Sharma (2016) | 97.1 | 95.8 | 100 | – | 0.841 |
| Li et al. (2018) | 100 | 100 | 100 | 9.41 | – |
| Wang T. et al. (2019) | 97.1 | 100 | 91.7 | – | 0.943 |
| Feng et al. (2020) | 97.1 | 95.7 | 100 | 5.60 | – |
| Shen et al. (2021) | 100 | 100 | 100 | 4.23 | – |
| Chen et al. (2021) | 100 | 100 | 100 | – | 0.979 |
| Yang et al. (2022) | 100 | 100 | 100 | 2.70 | 0.985 |
| This work | 97.1 | 95.7 | 100 | 2.49 | 0.984 |
