Table 2.
Performance of radiopathomics signature at each category
Metric (%) [95% CI] | Total (N = 678) | VC1 (N = 480) | VC2 (N = 150) | VC3 (N = 48) |
---|---|---|---|---|
ACC | 85.25 [82.55–87.96] | 87.76 [84.86–90.66] | 79.71 [72.52–84.9] | 81.24 [70.15–92.34] |
Sensitivity (TRG0) | 96.08 [92.98–99.18] | 96.49 [93.03–99.95] | 96.62 [89.92–100.0] | 91.3 [74.73–100.0] |
Sensitivity (TRG1) | 65.53 [58.62–72.44] | 62.59 [54.22–70.95] | 75.57 [61.75–89.4] | 63.39 [42.96–83.82] |
Sensitivity (TRG2) | 97.67 [95.93–99.4] | 97.16 [95.02–99.29] | 100.0 [100.0–100.0] | 100.0 [100.0 100.0] |
Sensitivity (TRG3) | 35.69 [20.0–51.38] | – | 35.55 [19.99–51.12] | – |
PPV (TRG0) | 93.68 [89.93–97.43] | 94.58 [90.48–98.69] | 93.52 [84.68–100.0] | 83.09 [61.19–100.0] |
PPV (TRG1) | 85.81 [80.03–91.59] | 92.02 [86.19–97.85] | 70.26 [56.42–84.1] | 93.57 [81.1–100.0] |
PPV (TRG2) | 81.36 [77.32–85.39] | 83.9 [79.6–88.19] | 74.24 [63.57–84.92] | 71.49 [52.04–90.94] |
PPV (TRG3) | 86.67 [69.29–100.0] | – | 92.54 [78.21–100.0] | – |
Statistical quantifications shown with 95% CI, when applicable
TRG tumor regression grade, VC1 validation cohort 1, VC2 validation cohort 2, VC3 validation cohort 3, PPV positive predictive value, ‘–’ insufficient sample distribution for evaluation