Table 1 Comparison of datasets ISRUC-S1 and ISRUC-S3
From: Towards interpretable sleep stage classification with a multi-stream fusion network
Dataset | \(\# \) of subjects | Gender | Age | Health condition | \(\# \) of epochs | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Male | Female | W | N1 | N2 | N3 | REM | Total | ||||
ISRUC-S1 | 100 | 55 | 45 | 20–85 | Sleep disorders | 20098 | 11062 | 27511 | 17251 | 11265 | 87187 |
ISRUC-S3 | 10 | 9 | 1 | 30–58 | Health | 1651 | 1215 | 2609 | 2014 | 1060 | 8549 |