Predicting prolonged length of hospital stay in older emergency department users: Use of a novel analysis method, the Artificial Neural Network

The 10-item BGA appears to accurately predict prolonged LHS, using the ANN MLP method, showing the best criteria performance ever reported until now. Presence of chronic conditions was the main contributor for the predictive accuracy.