Table 1.
Model performance statistics for survival prediction task and IDH mutation prediction task, evaluated among patients with grade 2 gliomas.
Survival prediction performance: C-index [95% CI] | |||
---|---|---|---|
Without WSI risk score | With WSI risk score | Difference | |
None | – | 0.715 [0.569, 0.830] | – |
Age | 0.745 [0.627, 0.838] | 0.765 [0.643, 0.865] | 0.020 [− 0.091, 0.100] |
Gender | 0.509 [0.345, 0.630] | 0.688 [0.528, 0.815] | 0.179 [− 0.007, 0.352] |
Race | 0.520 [0.444, 0.554] | 0.713 [0.568, 0.831] | 0.193 [0.056, 0.322]* |
Primary diagnosis | 0.572 [0.437, 0.707] | 0.689 [0.539, 0.822] | 0.117 [0.003, 0.230]* |
IDH mutations | 0.692 [0.573, 0.807] | 0.762 [0.602, 0.878] | 0.070 [− 0.048, 0.161] |
Age + IDH mutations | 0.774 [0.658, 0.863] | 0.784 [0.655, 0.880] | 0.010 [− 0.097, 0.085] |
IDH mutation prediction performance: AUC [95% CI] | |||
---|---|---|---|
Without WSI Predicted IDH Mutation Probability | With WSI Predicted IDH Mutation Probability | Difference | |
None | – | 0.667 [0.532, 0.784] | – |
Age | 0.689 [0.552, 0.816] | 0.726 [0.599, 0.845] | 0.037 [− 0.053, 0.097] |
Gender | 0.536 [0.430, 0.643] | 0.650 [0.507, 0.769] | 0.114 [− 0.078, 0.240] |
Race | 0.567 [0.480, 0.650] | 0.687 [0.560, 0.800] | 0.120 [− 0.002, 0.229] |
Primary diagnosis | 0.519 [0.389, 0.641] | 0.637 [0.472, 0.755] | 0.118 [− 0.090, 0.261] |
Age + Race | 0.711 [0.585, 0.834] | 0.739 [0.613, 0.856] | 0.028 [− 0.051, 0.078] |
95% confidence intervals were derived from 10,000 bootstrapping replications. Bold texts indicate the best performance for each column. * Indicates statistically significant difference (p < 0.05).