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Per-patient OSA Classification (AHI >= 5) on Stroke Unit 1.0 (All patients)
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100
Sensitivity
CNN + LSTM
5.048
29.699
54.35
79.001
Feb 10, 2023
Sensitivity
Specificity
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sensitivity
Specificity
Accuracy
F1 Score
CNN + LSTM
Model=CNN + LSTM, Sign...
2023.02
100
71.4
93.3
95.8
CNN + LSTM
Model=CNN + LSTM, Sign...
2023.02
87
28.6
73.3
83.3
LSTM
Model=LSTM, Signal=SpO...
2023.02
82.6
0
63.3
77.6
ResNet
Model=ResNet, Signal=E...
2023.02
8.7
85.7
26.7
15.4
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