PatientFlowNet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments

PatientFlowNet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments

Emergency Department (ED) crowding is a major public health challenge since it can seriously impact patient outcomes; and accurate prediction of patient flow in EDs is essential for improving operational efficiency and quality of care. We present a deep learning framework to predict patient flow rat...

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Bibliographic Details
Main Authors: Ali R. Sharafat, Mohsen Bayati
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Health information management
machine learning
neural networks
public healthcare
supervised learning
Online Access:https://ieeexplore.ieee.org/document/9380455/

Internet

https://ieeexplore.ieee.org/document/9380455/

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