Receiver-operating characteristic analysis of the artificial neural network in comparison with the model of the end-stage liver disease performance
ANN | MELD score | p Value* | |
---|---|---|---|
AUC | AUC | ||
ANN, artificial neural networks; AUC, area under the curve; MELD, model for end-stage liver disease. | |||
*p values of each ANN subgroup compared with the MELD score of the same subgroup (Hanley–McNeil method). | |||
Training/cross validation | 0.98 | 0.86 | 0.002 |
Internal validation | 0.95 | 0.85 | 0.032 |
External cohort | 0.96 | 0.86 | 0.044 |