Forecasting patient flows with pandemic induced concept drift using explainable machine learning

Abstract Accurately forecasting patient arrivals at Urgent Care Clinics (UCCs) and Emergency Departments (EDs) is important for effective resourcing and patient care. However, correctly estimating patient flows is not straightforward since it depends on many drivers. The predictability of patient ar...

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Prif Awduron:	Teo Susnjak, Paula Maddigan
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	SpringerOpen 2023-04-01
Cyfres:	EPJ Data Science
Pynciau:	Forecasting Patient flows Machine learning Explainable AI Interpretable machine learning Concept drift
Mynediad Ar-lein:	https://doi.org/10.1140/epjds/s13688-023-00387-5
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