Covariate | Radiomics features | Radiomics features combined with demographics | |||||
---|---|---|---|---|---|---|---|
mOR (95% CI) | Bootstrap mOR (95% CI) | Bootstrap P value | Covariate | mOR (95% CI) | Bootstrap mOR (95% CI) | Bootstrap P value | |
Lung Window Mask | |||||||
LW_F8 | 1.00 (1.00–1.01) | 1.00 (1.00–1.01) | .004 | Radio_LL | 2.22 (1.51–3.28) | 2.40 (1.38–4.16) | <.001 |
LW_F87 | 0.77 (0.67–0.88) | 0.77 (0.67–0.88) | <.001 | Sex | 2.37 (0.99–5.68) | 2.38 (0.91–6.22) | .073 |
LW_F311 | 1903.06 (4.87–7.44 × 105) | 1903.06 (4.87–7.44 × 105) | .016 | COPD | 5.78 (0.68–49.04) | 1.16 × 1016 (0–5.20 × 1056) | .018 |
AUC | 0.800 (0.717–0.883) | 0.799 (0.717–0.883) |  | AUC | 0.813 (0.735–0.890) | 0.808 (0.727–0.888) |  |
Accuracy | 81.33% | 81.33% | Â | Accuracy | 84.00% | 84.00% | Â |
Specificity | 66.67% | 66.67% | Specificity | 58.97% | 58.97% | ||
Sensitivity | 86.49% | 86.49% | Sensitivity | 92.79% | 92.79% | ||
Difference Region Mask | |||||||
DR_F8 | 1.01 (1.00–1.02) | 1.01 (1.00–1.02) | <.001 | Radio_DR | 2.27 (1.56–3.31) | 2.42 (1.45–4.03) | <.001 |
DR_F87 | 0.80 (0.70–0.92) | 0.78 (0.64–0.96) | <.001 | Sex | 2.47 (1.00–6.08) | 2.54 (0.95–6.81) | .055 |
DR_F286 | 0.89 (0.80–0.99) | 0.89 (0.78–1.00) | .042 | COPD | 6.47 (0.72–58.03) | 2.41 × 1016 (0–1.17 × 1057) | .006 |
DA_F311 | 836.55 (1.75–3.99 × 106) | 1499.14 (1.34–1.68 × 106) | .038 |  |  |  |  |
AUC | 0.820 (0.743–0.896) | 0.819 (0.742–0.896) |  | AUC | 0.837 (0.767–0.907) | 0.828 (0.753–0.903) |  |
Accuracy | 73.33% | 82.00% | Â | Accuracy | 84.00% | 84.67% | |
Specificity | 79.49% | 61.54% | Specificity | 69.23% | 69.23% | ||
Sensitivity | 71.17% | 89.19% | Sensitivity | 89.19% | 90.09% | ||
Combined Windows Mask | |||||||
LW_F44 | 66,379.49 (0.64–6.89 × 109) | 5.14 × 105 (1.11–2.37 × 105) | .020 | Radio_Comb | 2.31 (1.62–3.29) | 2.49 (1.46–4.22) | <.001 |
LW_F311 | 1406.04 (2.53–7.83 × 105) | 2903.14 (1.66–5.06 × 106) | .030 | Sex | 2.17 (0.88–5.35) | 2.23 (0.85–5.84) | .008 |
DR_F8 | 1.01 (1.00–1.01) | 1.01 (1.00–1.01) | .003 | COPD | 6.90 (0.76–62.40) | 6.53 × 1016 (0–6.87 × 1057) | .017 |
DR_F87 | 0.80 (0.70–0.93) | 0.78 (0.63–0.98) | .005 |  |  |  |  |
DR_F296 | 0.85 (0.75–0.96) | 0.83 (0.70–0.99) | .017 |  |  |  |  |
AUC | 0.845 (0.770 to 0.920) | 0.846 (0.772 to 0.920) | Â | AUC | 0.861 (0.791 to 0.931) | 0.855 (0.781 to 0.929) | Â |
Accuracy | 83.33% | 84.00% | Â | Accuracy | 84.67% | 84.67% | Â |
Specificity | 79.49% | 79.49% | Â | Specificity | 76.92% | 76.92% | Â |
Sensitivity | 84.68% | 85.59% | Sensitivity | 87.39% | 87.39% |