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Per-second Sleep Apnea Detection on Stroke Unit 1.0 (All patients)
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67.2
Sensitivity
CNN + LSTM
14.784
28.392
42
55.608
Feb 10, 2023
Sensitivity
Specificity
Accuracy
F1 Score
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sensitivity
Specificity
Accuracy
F1 Score
AUC
CNN + LSTM
Model=CNN + LSTM, Sign...
2023.02
67.2
84.3
81.5
54.3
82.5
LSTM
Model=LSTM, Signal=SpO...
2023.02
65.6
68
67.6
39.9
70.4
CNN + LSTM
Model=CNN + LSTM, Sign...
2023.02
62.8
79.6
76.9
47.1
75
ResNet
Model=ResNet, Signal=E...
2023.02
16.8
82.4
71.6
16.2
52.3
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