Fig. 1.
Schematic representation of the four-variable artificial neural network, ANN-4. The four variables on the left comprise the input layer. The four processing elements (nodes) represent the ANN’s hidden layer; a training value of 0.333 was used. The output layer is a predicted likelihood of death, transformed from 0 (survival to discharge) to 1 (in-hospital mortality).