Automated assessment of mental health integrating emojis and BERT

Key Points

• The aim is to explore the use of emojis and BERT in automating the assessment of mental health.
• Utilized BERT for natural language processing to analyze text data.
• Integrated emoji usage as a modality for mental health indicators.
• Showed effective correlation between emoji use and mental health status.
• Demonstrated improved accuracy in mental health assessment through automated methods.