Research Paper Volume 13, Issue 10 pp 14170—14184

Prediction of premature all-cause mortality in patients receiving peritoneal dialysis using modified artificial neural networks

ROC curves of selected models for predicting the primary outcome in different datasets. The dark solid lines indicate the median curve of the three types of models (ANN mixed model, ANN classic model, and logistic model). (A) Performance of selected models in the test dataset, (B) Performance of selected models in the total dataset, (C) Performance of selected models in the 6-month dataset, (D) Performance of selected models in the 12-month dataset.

Figure 1. ROC curves of selected models for predicting the primary outcome in different datasets. The dark solid lines indicate the median curve of the three types of models (ANN mixed model, ANN classic model, and logistic model). (A) Performance of selected models in the test dataset, (B) Performance of selected models in the total dataset, (C) Performance of selected models in the 6-month dataset, (D) Performance of selected models in the 12-month dataset.