Table 3 Summary table for all databases used
From: Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
Database | Number | AHI | Age | Male | Timeframe | Main type of shifts |
|---|---|---|---|---|---|---|
SHHS1 | 5778 | 9.5 ± 15.6 | 63.0 ± 17.0 | 52% | 1995–1998 | – |
SHHS2 | 621 | 11.3 ± 15.6 | 68.0 ± 16.0 | 54% | 2001–2003 | – |
UHV | 369 | 33.9 ± 43.8 | 57.0 ± 18.0 | 76% | 2013–2015 | Suspected SDB, COPD |
CFS | 728 | 4.0 ± 14.9 | 43.0 ± 33.0 | 53% | 2001–2006 | Ethnicity, age |
MROS | 3937 | 17.0 ± 21.0 | 76.0 ± 5.5 | 100% | 2003–2005 | Men, age |
MESA | 2056 | 14.3 ± 22.0 | 68.0 ± 14.0 | 46% | 2000–2002 | Ethnicity |
