Table 2 The 5-year AUC for disease-specific survival (DSS) prediction.
From: Interpretable survival prediction for colorectal cancer using deep learning
Cancer stage | Dataset | DLS | Quantitation of tumor-adipose feature |
|---|---|---|---|
Stage II | Validation set 1 (n = 601 cases) | 0.680 [0.631, 0.739] | 0.645 [0.598, 0.700] |
Validation set 2 (n = 328 cases) | 0.663 [0.592, 0.730] | 0.634 [0.570, 0.697] | |
Stage III | Validation set 1 (n = 638 cases) | 0.655 [0.617, 0.694] | 0.629 [0.593, 0.680] |
Validation set 2 (n = 410 cases) | 0.655 [0.600, 0.707] | 0.682 [0.638, 0.743] | |
Stage II/III | Validation set 1 (n = 1239 cases) | 0.698 [0.660, 0.729] | 0.661 [0.629, 0.694] |
Validation set 2 (n = 738 cases) | 0.686 [0.638, 0.723] | 0.682 [0.641, 0.734] |
