Emergency Department Load Forecasting

Hospitals face an increasing ageing population with complex co-morbidities.

It's now more important than ever for hospitals to resource and staff more efficiently, to ensure a sustainable future for healthcare.

We provide a daily forecast with a n-day time horizon into the future, so that ED's can anticipate load and resource accordingly.  It's simple, just like a weather forecast.

We do this by training a neural network on historical ED admissions data, testing the model for generalisability and predictive power.

 

Team name
{"Beast Mode" : true};
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Datasets used
Dataset Name
Emergency Department Attendances, Admissions, and Admissions by Triage for 1 June 2013 - 30 June 2014
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