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. 2025 Aug 30;15:31960. doi: 10.1038/s41598-025-17901-6

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.