AI Use Case
Predict potential staffing requirements to optimise resourcing
Use latest algorithms to provide better predictive modelling and classification than current techniques.
Operational Support - Cost forecasting,Operational - Increased machine uptime,Cost - Staff efficiency
Gold Coast Health~Gold Coast Health saves $3m per annum in operational costs by forecasting patient arrival rates at emergency care using machine learning,Assistance Publique-Hôpitaux de Paris (AP-HP)~Assistance publique – Hôpitaux de Paris optimises staffing by predicting emergency room admission rates by hour and day using machine learning
Structured / Semi-structured,Time series
Machine Learning (ML),Model Architecture - Recurrent Neural Network (RNN)