1 citations · 3 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…
Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models
Feng Chen, Dror Ben-Zeev, Gillian Sparks +2
Post-Traumatic Stress Disorder (PTSD) remains underdiagnosed in clinical settings, presenting opportunities for automated detection to identify patients. This study evaluates natur…
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts
Xiruo Ding, Zhecheng Sheng, Brian Hur +3
Foundation models are a current focus of attention in both industry and academia. While they have shown their capabilities in a variety of tasks, in-depth research is required to d…