Table 1 Comparison of the C-index, AUC, and P-AUC between the ANN model and the traditional Cox model.

From: Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study

 

C-index

AUC

P-AUC

Classic Cox

ANN (P value)

Classic Cox

ANN (P value)

Classic Cox

ANN (P value)

Training set

0.711

0.821 (0.004)

0.790

0.791 (0.009)

0.703

0.704 (0.004)

Validation set

0.757

0.877 (0.002)

0.722

0.722 (0.999)

0.615

0.617 (0.125)

Total

0.729

0.806 (0.029)

0.737

0.828 (0.001)

0.676

0.720 (0.001)

  1. ANN artificial neural network, AUC area under the curve, C-index concordance index, P-AUC partial AUC.
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