Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model

Figure 11.

Summary of test results (based on test loss/MAE) under the best performance (based on validation loss/MAE) of various experiments: (a) Different activation functions (ANN); (b) Different numbers of hidden layers (ANN); (c) Different input features (ANN); (d) Different input features (LSTM); (e) Different optimizers (ANN).