From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity

arXiv — cs.CLThursday, October 30, 2025 at 4:00:00 AM
A new study has introduced an innovative approach to tackle the complexities of psychiatric comorbidity by creating synthetic electronic medical records (EMRs) and generating multi-agent diagnostic dialogues. This development is significant as it not only enhances the understanding of co-occurring disorders but also ensures clinical relevance and diversity in the data. By producing 502 synthetic EMRs for common comorbid conditions, this research aims to improve diagnostic accuracy and treatment strategies, ultimately benefiting patients and healthcare providers alike.
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