Forecasting emergency department overcrowding: A deep learning framework

Iranian emergency department overcrowding

Today, overcrowding in emergencies has turned out to be one of the biggest problems in health systems around the world. In this case, a short and an accessible solution could not be reached. In fact, several basic reasons play a role in such a problem, and eliminating each of them would require long-term planning. This issue not only has a negative effect on the quality of services presented to...

iranian emergency department overcrowding

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Emergency department overcrowding and access block.

Emergency Department overcrowding (EDOC) is defined as a situation where the demand for emergency services exceeds the ability of an emergency department (ED) to provide quality care within appropriate time frames. ED overcrowding has been a key issue in Emergency Medicine in Canada for more than 20 years. Despite increased political, administrative, and public awareness, EDOC situations contin...

Access block and emergency department overcrowding

Overcrowding in emergency department: an international issue.

Overcrowding in the emergency department (ED) has become an increasingly significant worldwide public health problem in the last decade. It is a consequence of simultaneous increasing demand for health care and a deficit in available hospital beds and ED beds, as for example it occurs in mass casualty incidents, but also in other conditions causing a shortage of hospital beds. In Italy in the l...