Per-patient AHI Class Prediction on Stroke Unit 1.0 (All patients)
66.6Acc@1CNN + LSTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNN + LSTMModel=CNN + LSTM, Signal=ECG + SpO2, Evaluation protocol=Leave-one-patient-out CV2023.02 | 66.6 | 100 | |
| CNN + LSTMModel=CNN + LSTM, Signal=ECG, Evaluation protocol=Leave-one-patient-out CV2023.02 | 43.3 | 83.3 | |
| LSTMModel=LSTM, Signal=SpO2, Evaluation protocol=Leave-one-patient-out CV2023.02 | 30 | 83.3 | |
| ResNetModel=ResNet, Signal=ECG, Evaluation protocol=Leave-one-patient-out CV2023.02 | 23.3 | 83.3 |