Table 1 Size of each database before and after applying the exclusion criteria
From: Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
Database | Original number of recordings | Technical fault | \(\widehat{{{{{{\rm{TST}}}}}}} < 4\) | Age < 18 years | Recordings after exclusion criteria |
|---|---|---|---|---|---|
SHHS1 | 5778 | 59 (1%) | 99 (2%) | 0 (0%) | 5620 (97%) |
SHHS2 | 621 | 0 (0%) | 16 (3%) | 0 (0%) | 605 (97%) |
UHV | 369 | 0 (0%) | 12 (3%) | 0 (0%) | 357 (97%) |
CFS | 728 | 13 (2%) | 71 (10%) | 58 (8%) | 586 (80%) |
MROS | 3937 | 51 (1%) | 133 (3%) | 0 (0%) | 3753 (95%) |
MESA | 2056 | 0 (0%) | 54 (3%) | 0 (0%) | 2002 (97%) |
