Table 3

Comparison of model performance as a function of time

Prediction time (months)Image prediction (by algorithm)Patient prediction (by algorithm)SensitivitySpecificityNet benefit
Up to 150.73 (0.68 to 0.78)0.79 (0.74 to 0.84)0.45 (0.35 to 0.54)0.94 (0.92 to 0.95)0.02 (0.01 to 0.04)
16–240.76 (0.71 to 0.80)0.80 (0.76 to 0.84)0.42 (0.34 to 0.51)0.93 (0.91 to 0.94)0.02 (0.01 to 0.03)
25–360.69 (0.63 to 0.74)0.75 (0.68 to 0.80)0.30 (0.20 to 0.41)0.94 (0.91 to 0.96)0.02 (0.01 to 0.04)
36+0.82 (0.73 to 0.90)0.88 (0.67 to 0.96)0.67 (0.30 to 0.89)0.97 (0.91 to 1.00)0.07 (0.03 to 0.15)
  • Sensitivity, specificity and net benefit are calculated at model score 0.5, for additional cut-off points see online supplemental appendix Q. In the parentheses, see 95% CI.