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

This study implemented novel machine learning techniques to analyse mental health presentations to an emergency department during the COVID-19 pandemic. Results inform understanding of the use of emergency mental health services during the pandemic, and highlight opportunities to further investigate patterns in presentation.