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Apnea-ECG dataset and benchmarks · SOTA2 Research

Research Datasets

Apnea-ECG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Per-segment sleep apnea detection

Apnea-ECG

95.1Sensitivity

17

Per-patient sleep apnea classification

Apnea-ECG AHI >= 5

100Sensitivity

12

Apnea detection

Apnea-ECG (test)

75.18Macro F1

6

ECG Classification

Apnea-ECG

75.18Macro F1

6

Popular tasks

Apnea Detection ECG Classification Per-segment sleep apnea detection Per-patient sleep apnea classification

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