Table 2 Results on the test set of the external databases
From: Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
ODI | OBM | OxiNet | ||||
|---|---|---|---|---|---|---|
ICC | F1,M | ICC | F1,M | ICC | F1,M | |
SHHS1 | 0.89 | 0.69 | 0.93 | 0.74 | 0.96 | 0.84 |
(0.89–0.93) | (0.68–0.72) | (0.90–0.95) | (0.70–0.78) | (0.95–0.97) | (0.82–0.86) | |
SHHS2 | 0.89 | 0.69 | 0.93 | 0.74 | 0.95 | 0.83 |
(0.87–0.91) | (0.65–0.72) | (0.92–0.93) | (0.74–0.75) | (0.94–0.98) | (0.83–0.85) | |
UHV | 0.75 | 0.61 | 0.86 | 0.67 | 0.92 | 0.77 |
(0.74–0.78) | (0.58–0.62) | (0.88–0.92) | (0.60–0.74) | (0.91–0.96) | (0.77–0.79) | |
CFS | 0.70 | 0.56 | 0.75 | 0.60 | 0.92 | 0.78 |
(0.66–0.78) | (0.50–0.70) | (0.68–0.80) | (0.51–0.69) | (0.90–0.96) | (0.74–0.82) | |
MROS | 0.70 | 0.52 | 0.81 | 0.65 | 0.94 | 0.80 |
(0.68–0.72) | (0.50–0.58) | (0.79–0.83) | (0.62–0.68) | (0.95–0.99) | (0.78–0.84) | |
MESA | 0.75 | 0.60 | 0.75 | 0.65 | 0.94 | 0.75 |
(0.71–0.77) | (0.54–0.64) | (0.70–0.80) | (0.62–0.68) | (0.92–0.94) | (0.72–0.76) | |
