Table 2.
ROC analysis of TI parameters in identifying PD score>0 at the bilateral knees.
| TI para- meter |
Knee aspect | Optimal cut-off# | Youden’s index | SN (%) | SP (%) | PPV (%) | NPV (%) | AUC (95% CI) |
|---|---|---|---|---|---|---|---|---|
| Right knee (identifying PD score > 0) | ||||||||
| T-min | Lateral | 29.6 | 0.329 | 63.2 | 69.7 | 34.3 | 88.3 | 0.67 (0.54, 0.79) |
| T-max | Lateral | 33.5 | 0.526 | 73.7 | 78.9 | 46.7 | 92.3 | 0.76 (0.65, 0.88) |
| T-avg | Lateral | 31.2 | 0.395 | 84.2 | 55.3 | 32.0 | 93.3 | 0.70 (0.60, 0.80) |
| T-min | Anterior | 29.7 | 0.434 | 73.7 | 69.7 | 37.8 | 91.4 | 0.72 (0.60, 0.83) |
| T-max | Anterior | 33.5 | 0.368 | 63.2 | 73.7 | 37.5 | 88.9 | 0.68 (0.56, 0.81) |
| T-avg | Anterior | 31.2 | 0.447 | 84.2 | 60.5 | 34.8 | 93.9 | 0.72 (0.62, 0.82) |
| T-min | Medial | 29.1 | 0.250 | 63.2 | 61.8 | 29.3 | 87.0 | 0.63 (0.50, 0.75) |
| T-max | Medial | 33.5 | 0.447 | 63.2 | 81.6 | 46.2 | 89.9 | 0.72 (0.60, 0.84) |
| T-avg | Medial | 30.3 | 0.303 | 94.7 | 35.5 | 26.9 | 96.4 | 0.65 (0.58, 0.73) |
| Left knee (identifying PD score > 0) | ||||||||
| T-min | Lateral | 29.5 | 0.598 | 85.7 | 74.1 | 36.4 | 96.8 | 0.80 (0.69, 0.91) |
| T-max | Lateral | 34.0 | 0.507 | 64.3 | 86.4 | 45.0 | 93.3 | 0.75 (0.62, 0.89) |
| T-avg | Lateral | 31.6 | 0.598 | 85.7 | 74.1 | 36.4 | 96.8 | 0.80 (0.69, 0.91) |
| T-min | Anterior | 30.7 | 0.460 | 57.1 | 88.9 | 47.1 | 92.3 | 0.73 (0.59, 0.87) |
| T-max | Anterior | 33.6 | 0.539 | 78.6 | 75.3 | 35.5 | 95.3 | 0.77 (0.65, 0.89) |
| T-avg | Anterior | 31.6 | 0.647 | 85.7 | 79.0 | 41.4 | 97.0 | 0.82 (0.72, 0.93) |
| T-min | Medial | 29.3 | 0.511 | 85.7 | 65.4 | 30.0 | 96.4 | 0.76 (0.65, 0.86) |
| T-max | Medial | 34.1 | 0.569 | 64.3 | 92.6 | 60.0 | 93.8 | 0.78 (0.65, 0.92) |
| T-avg | Medial | 31.2 | 0.610 | 85.7 | 75.3 | 37.5 | 96.8 | 0.81 (0.70, 0.91) |
TI Thermal imaging, T-min Minimum temperature, T-max Maximum temperature, T-avg Average temperature, PD Power Doppler, SN Sensitivity, SP Specificity, PPV Positive predictive value, NPV Negative predictive value, AUC Area under the receiving operating characteristic curve. #Chosen based on Youden’s index.