A novel language processing system detects mental health distress in employees by analyzing their speech, targeting companies with content moderators and trust and safety agents.

Generalizability and portability of natural language processing system to extract individual social risk factors. International Journal of Medical Informatics , 2023; 177: 105115 DOI: 10.1016/j ...

Applying the model to an EHR from a large, non-RISE health system for external validation, the natural language processing pipeline had a 92% sensitivity, 69% PPV, and an F1 score of 79%.