Sleep Arousal Detection On Mesa

Metrics

event-based F1 score

Results

Performance results of various models on this benchmark

		Paper Title
U-Net	0.81	State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset
DOSED (3 EEG + 2 EOG)	-	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
DOSED (1 EEG)	-	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal

0 of 3 row(s) selected.

Sleep Arousal Detection On Mesa

Metrics

event-based F1 score

Results

Performance results of various models on this benchmark

		Paper Title
U-Net	0.81	State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset
DOSED (3 EEG + 2 EOG)	-	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
DOSED (1 EEG)	-	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal

0 of 3 row(s) selected.

Sleep Arousal Detection On Mesa | SOTA | HyperAI