Per-patient AHI Class Prediction on Stroke Unit 1.0 (Without val patients)
60.9Acc@1CNN + LSTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CNN + LSTMModel=CNN + LSTM, Signal=ECG + SpO2, Evaluation protocol=Leave-one-patient-out CV2023.02 | 60.9 | 100 | |
| CNN + LSTMModel=CNN + LSTM, Signal=ECG, Evaluation protocol=Leave-one-patient-out CV2023.02 | 43.5 | 78.2 | |
| LSTMModel=LSTM, Signal=SpO2, Evaluation protocol=Leave-one-patient-out CV2023.02 | 26.1 | 78.3 | |
| ResNetModel=ResNet, Signal=ECG, Evaluation protocol=Leave-one-patient-out CV2023.02 | 21.7 | 39.1 |