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SotA/Medical/Sleep Quality

Sleep Quality

76 benchmarks0 papers

<span style="color:grey; opacity: 0.6">( Image credit: DeepSleep )</span>

Benchmarks

Sleep Quality on MASS SS2

F1-score (@IoU = 0.3)F1-score (@IoU = 0.2)Accuracy

Sleep Quality on SHHS

Macro-F1 Cohen's Kappa Accuracy

Sleep Quality on SHHS (single-channel)

Macro-F1 Cohen's Kappa Accuracy

Sleep Quality on Sleep-EDF

Cohen's kappa Macro-F1 Accuracy

Sleep Quality on MASS SS3

Macro-F1 Cohen's kappa Accuracy Macro-averaged Accuracy

Sleep Quality on Montreal Archive of Sleep Studies

Weighted F1 Cohen's kappa Macro-F1 Accuracy

Sleep Quality on DODO

Sleep Quality on Sleep-EDFx

Macro-F1 Cohen's Kappa Accuracy

Sleep Quality on Sleep-EDFx (single-channel)

Macro-F1 Cohen's Kappa Accuracy

Sleep Quality on DODH

Sleep Quality on MASS (single-channel)

Cohen's Kappa Macro-F1 Accuracy

Sleep Quality on MESA

F1-score (@IoU = 0.3)event-based F1 score

Sleep Quality on PhysioNet Challenge 2018

Cohen's Kappa Macro-F1 Accuracy

Sleep Quality on PhysioNet Challenge 2018 (single-channel)

Cohen's Kappa Macro-F1 Accuracy

Sleep Quality on Sleep-EDF-SC

Macro-F1 Cohen's kappa Accuracy

Sleep Quality on Sleep-EDF-ST

Macro-F1 Cohen's kappa Accuracy

Sleep Quality on You Snooze You Win - The PhysioNet Computing in Cardiology Challenge 2018

Sleep Quality on Apnea-ECG

F1 Per-segment AUC Per-segment Accuracy Per-segment Specificity Per-segment Sensitivity Per-segment F1 Per-patient Accuracy Per-patient Specificity Per-patient Sensitivity Per-patient

Sleep Quality on ISRUC-Sleep

Accuracy AUROC Kappa Macro-F1

Sleep Quality on ISRUC-Sleep (single-channel)

Macro-F1 Accuracy

Sleep Quality on MODA dataset

F1-score (@IoU = 0.2, all age groups)F1-score (@IoU = 0.2, older individuals)F1-score (@IoU = 0.2, young individuals)

Sleep Quality on Stanford Sleep Cohort (SSC)

F1-score (@IoU = 0.3)

Sleep Quality on Wisconsin Sleep Cohort (WSC)

F1-score (@IoU = 0.3)

Sleep Quality on 100 sleep nights of 8 caregivers

Sleep Quality on Dreem_NCT03657329

Accuracy F1-score (@IoU = 0.3)Mean AHI Error

Sleep Quality on Sleep-EDF (single-channel)

Sleep Quality on Surrey-PSG

Sleep Quality on Surrey-cEEGGrid