Using machine learning to mine mental health diagnostic groups from emergency department presentations before and during the COVID-19 pandemic

Using machine learning to mine mental health diagnostic groups from emergency department presentations before and during the COVID-19 pandemic

Abstract Purpose The COVID-19 pandemic had a profound negative effect on mental health worldwide. The hospital emergency department plays a pivotal role in responding to mental health crises. Understanding data trends relating to hospital emergency department usage is beneficial for service planning...

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Bibliographic Details
Main Authors: Carly Hudson, Grace Branjerdporn, Ian Hughes, James Todd, Candice Bowman, Marcus Randall, Nicolas J. C. Stapelberg
Format: Article
Language:English
Published: Springer 2023-11-01
Series:Discover Mental Health
Subjects:
Crisis care
Machine learning
Emergency department
Data mining
Health data analytics
Online Access:https://doi.org/10.1007/s44192-023-00047-0

Internet

https://doi.org/10.1007/s44192-023-00047-0

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