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Benchmarks
Per-second Sleep Apnea Detection on Stroke Unit 1.0 (Without val patients)
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65.5
Sensitivity
CNN + LSTM
8.508
23.304
38.1
52.896
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
65.5
84.9
81.6
54.7
0.826
CNN + LSTM
Model=CNN + LSTM, Sign...
2023.02
64.3
77.4
75.2
46.8
0.76
LSTM
Model=LSTM, Signal=SpO...
2023.02
62.4
69.8
68.5
40.2
0.704
ResNet
Model=ResNet, Signal=E...
2023.02
10.7
86.5
73.7
12.1
0.525
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