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cs.CL2026
Depression Detection at the Point of Care: Automated Analysis of Linguistic Signals from Routine Primary Care Encounters
Feng Chen, Manas Bedmutha, Janice Sabin +3
Depression is underdiagnosed in primary care, yet timely identification remains critical. Recorded clinical encounters, increasingly common with digital scribing technologies, pres…
cs.CL2025
SocialLM: Social Signal Processing of Patient-Provider Communication using LLMs and Contextual Aggregation
Manas Satish Bedmutha, Feng Chen, Andrea Hartzler +2
Effective patient-provider communication is difficult to assess at scale. We examine whether large language models (LLMs) can track 20 social behaviors from clinical transcripts wi…