Table 4.
pAUROCs for Classifying Eyes as Progressed or Stable at Baseline for All Techniques/Parameters when pAUROC > 0.75 Specificity and pAUROC > 0.85 Specificity
Technique |
pAUROC > 0.75 Specificity (95% CI) |
pAUROC > 0.85 Specificity (95% CI) |
HRT GPS | 0.033 (0.000–0.091) | 0.014 (0.000–0.045) |
SAP MD | 0.031 (0.000–0.084) | 0.009 (0.000–0.036) |
SAP PSD | 0.062 (0.001–0.124) | 0.025 (0.000–0.064) |
RVM using all HRT parameters (117 features) | 0.048 (0.001–0.106) | 0.013 (0.000–0.049) |
RVM using optimized set of HRT parameters (8 features) | 0.060 (0.001–0.125) | 0.022 (0.000–0.059) |
RVM using all SAP TD parameters (52 features) | 0.062 (0.000–0.127) | 0.020 (0.000–0.060) |
RVM using optimized set of SAP TD parameters (23 features) | 0.101 (0.033–0.169) | 0.044 (0.000–0.091) |
RVM using all HRT and SAP TD parameters (169 features) | 0.065 (0.003–0.125) | 0.026 (0.000–0.062) |
RVM using optimized set of HRT and SAP TD parameters (28 features) | 0.126 (0.056–0.196) | 0.055 (0.003–0.108) |