Table 4 Adjusted analysis for validation set C
From: Detection of signs of disease in external photographs of the eyes via deep learning
Prediction target | Number of visits | Odds ratio (95% CI), P value | |||
---|---|---|---|---|---|
Total | Positive (%) | Age (per decade) | Male | DLS (external eye image) | |
HbA1c ≥7% | 8,995 | 5,119 (56.9%) | 0.881 | 1.181 | 1.616 |
 |  |  | (0.841–0.923) | (0.958–1.456) | (1.541–1.695) |
 |  |  | P < 0.001 | P = 0.119 | P < 0.001 |
HbA1c ≥8% | 8,995 | 2,947 (32.8%) | 0.830 | 1.185 | 1.706 |
 |  |  | (0.788–0.875) | (0.953–1.474) | (1.618–1.798) |
 |  |  | P < 0.001 | P = 0.126 | P < 0.001 |
HbA1c ≥9%a | 8,995 | 1,766 (19.6%) | 0.807 | 1.004 | 1.770 |
 |  |  | (0.757–0.860) | (0.788–1.279) | (1.665–1.881) |
 |  |  | P < 0.001 | P = 0.973 | P < 0.001 |
Tch ≥200 mg dl−1 | 9,304 | 1,935 (20.8%) | 0.805 | 0.802 | 1.255 |
 |  |  | (0.755–0.860) | (0.646–0.997) | (1.174–1.341) |
 |  |  | P < 0.001 | P = 0.047 | P < 0.001 |
Tch ≥240 mg dl−1 | 9,304 | 580 (6.2%) | 0.768 | 0.813 | 1.272 |
 |  |  | (0.693–0.850) | (0.585–1.130) | (1.153–1.403) |
 |  |  | P < 0.001 | P = 0.217 | P < 0.001 |
Tg ≥150 mg dl−1 | 9,280 | 3,825 (41.2%) | 0.943 | 1.533 | 1.745 |
 |  |  | (0.902–0.985) | (1.227–1.914) | (1.668–1.825) |
 |  |  | P = 0.009 | P < 0.001 | P < 0.001 |
Tg ≥200 mg dl−1 | 9,280 | 2,261 (24.4%) | 0.908 | 1.870 | 1.759 |
 |  |  | (0.863–0.956) | (1.409–2.481) | (1.673–1.849) |
 |  |  | P < 0.001 | P < 0.001 | P < 0.001 |
Tg ≥500 mg dl−1 | 9,280 | 205 (2.2%) | 0.791 | 1.368 | 1.579 |
 |  |  | (0.678–0.922) | (0.630–2.973) | (1.419–1.757) |
 |  |  | P = 0.003 | P = 0.428 | P < 0.001 |
Mild+ DR | 9,518 | 992 (10.4%) | 0.945 | 1.614 | 2.000 |
 |  |  | (0.881–1.013) | (1.078–2.417) | (1.892–2.114) |
 |  |  | P = 0.112 | P = 0.020 | P < 0.001 |
Moderate+ DRa | 9,518 | 454 (4.8%) | 0.837 | 1.768 | 2.044 |
 |  |  | (0.756–0.925) | (0.968–3.229) | (1.913–2.184) |
 |  |  | P < 0.001 | P = 0.064 | P < 0.001 |
Severe+ DR | 9,518 | 203 (2.1%) | 0.795 | 2.571 | 1.640 |
 |  |  | (0.689–0.917) | (0.937–7.057) | (1.525–1.763) |
 |  |  | P = 0.002 | P = 0.067 | P < 0.001 |
DMEa | 9,528 | 119 (1.2%) | 0.590 | 2.135 | 1.746 |
 |  |  | (0.491–0.709) | (0.729–6.252) | (1.583–1.926) |
 |  |  | P < 0.001 | P = 0.167 | P < 0.001 |
VTDRa | 9,528 | 287 (3.0%) | 0.725 | 2.043 | 1.962 |
 |  |  | (0.640–0.822) | (0.948–4.405) | (1.828–2.106) |
 |  |  | P < 0.001 | P = 0.068 | P < 0.001 |