Table 7 Cohens D effect size for models trained on different datasets and evaluated on the Dresden Sleep Dataset (DSDS).

From: State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset

 

DSDStrain

SHHS1train

MESAtrain

MrOStrain

SRBD

0.22

0.43*

0.63*

0.69*

SRBD-Therapy

− 0.09

0.29

0.36*

0.48*

SRMD

0.21

0.42

0.36

0.50*

Insomnia disorders

− 0.01

0.20

0.29

0.37

Hypersomnia disorders

− 0.30

0.18

0.72*

0.46

Parasomnia disorders

0.13

0.46*

0.66*

0.73*

  1. Comparing the different clinical groups with the normal findings group with *indicating a significant difference (p < 0.05).
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