Per-patient sleep apnea classification on Apnea-ECG AHI >= 5
100Sensitivity[28]
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| [28]Evaluation Protocol=training and test2023.02 | 100 | 100 | 100 | 1 | |
| [29]Evaluation Protocol=training and test2023.02 | 100 | 100 | 100 | 1 | |
| [32]Evaluation Protocol=training and test2023.02 | 100 | 90.9 | 97.1 | — | |
| [35]Evaluation Protocol=training and test2023.02 | 100 | 100 | 100 | 1 | |
| [40]Evaluation Protocol=training and test2023.02 | 100 | 91.7 | 97.1 | — | |
| CNN - denseEvaluation Protocol=training and test2023.02 | 100 | 91.7 | 97.1 | 0.979 | |
| CNN - LSTMEvaluation Protocol=training and test2023.02 | 100 | 100 | 100 | 1 | |
| [24]Evaluation Protocol=training and test2023.02 | 95.8 | 100 | 97.1 | — | |
| [25]Evaluation Protocol=training and test2023.02 | 95.8 | 100 | 97.1 | — | |
| [30]Evaluation Protocol=training and test2023.02 | 95.7 | 100 | 97.1 | — | |
| [34]Evaluation Protocol=training and test2023.02 | 95.7 | 100 | 97.1 | — | |
| [39]Evaluation Protocol=training and test2023.02 | 95 | 100 | 96.7 | — |