Table 5.
Confusion matrices between Somno-Art Software and visual scoring of PSG for the different study groups
| All | Somno-Art Software | Accuracy | OSA | Somno-Art Software | Accuracy | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| W | N 1+ N2 | N3 | REM | W | N1 + N2 | N3 | REM | ||||||||
| PSG | W | (23.2%) | 69.5% | 23.9% | 1.9% | 4.7% | 87.8% | PSG | W | (24.9%) | 64.5% | 28.0% | 3.2% | 4.4% | 83.1% |
| N1 + N2 | (45.2%) | 9.3% | 69.0% | 12.7% | 8.9% | 71.5% | N1 + N2 | (49.5%) | 13.7% | 63.7% | 12.4% | 10.2% | 67.8% | ||
| N3 | (15.5%) | 1.5% | 32.7% | 64.1% | 1.7% | 88.0% | N3 | (11.7%) | 4.9% | 30.2% | 62.9% | 1.9% | 88.6% | ||
| REM | (16.1%) | 4.6% | 24.0% | 1.4% | 70.1% | 89.8% | REM | (13.9%) | 7.2% | 28.1% | 0.8% | 63.9% | 88.7% | ||
| Healthy | Somno-Art Software | Accuracy | Insomniac | Somno-Art Software | Accuracy | ||||||||||
| W | N1 + N2 | N3 | REM | W | N1 + N2 | N3 | REM | ||||||||
| PSG | W | (9.6%) | 73.3% | 21.8% | 1.2% | 3.7% | 93.0% | PSG | W | (29.6%) | 74.5% | 19.9% | 1.2% | 4.4% | 87.6% |
| N1 + N2 | (51.4%) | 7.1% | 69.3% | 14.4% | 9.2% | 72.9% | N1 + N2 | (40.5%) | 9.7% | 69.4% | 12.0% | 8.8% | 72.8% | ||
| N3 | (18.8%) | 1.2% | 29.6% | 67.6% | 1.7% | 86.3% | N3 | (15.1%) | 0.8% | 33.6% | 63.7% | 2.0% | 89.1% | ||
| REM | (20.2%) | 2.7% | 18.2% | 0.5% | 78.6% | 90.2% | REM | (14.8%) | 5.1% | 25.9% | 1.5% | 67.5% | 90.0% | ||
| Pathologies | Somno-Art Software | Accuracy | Depressed | Somno-Art Software | Accuracy | ||||||||||
| W | N1+N2 | N3 | REM | W | N1 + N2 | N3 | REM | ||||||||
| PSG | W | (26.0%) | 69.2% | 24.1% | 1.9% | 4.8% | 86.7% | PSG | W | (23.9%) | 65.8% | 26.8% | 2.3% | 5.2% | 86.7% |
| N1 + N2 | (43.9%) | 9.9% | 68.9% | 12.3% | 8.9% | 71.2% | N1 + N2 | (45.2%) | 9.3% | 69.6% | 12.5% | 8.6% | 70.8% | ||
| N3 | (14.8%) | 1.6% | 33.5% | 63.2% | 1.7% | 88.4% | N3 | (15.2%) | 1.7% | 33.9% | 63.0% | 1.4% | 87.9% | ||
| REM | (15.2%) | 5.1% | 25.6% | 1.6% | 67.7% | 89.7% | REM | (15.7%) | 4.8% | 25.0% | 1.8% | 68.3% | 89.7% |
Values are normalized by row. Bold numbers correspond to agreement scores. Numbers under brackets correspond to the percentage of each sleep stage measured with PSG.