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Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-Based Natural Language Processing System and a Large Language Model

Braja Gopal Patra,Lauren A Lepow,Praneet Kasi Reddy Jagadeesh Kumar,Veer Vekaria,Mohit Manoj Sharma,Prakash Adekkanattu,Brian Fennessy, Gavin Hynes,Isotta Landi,Jorge A Sanchez-Ruiz,Euijung Ryu,Joanna M Biernacka,Girish N Nadkarni,Ardesheer Talati,Myrna Weissman,Mark Olfson,J John Mann,Yiye Zhang,Alexander W Charney,Jyotishman Pathak

J Am Medical Informatics Assoc（2025）

Cited 0|Views48
Key words
social determinants of health,social support,social isolation,electronic health records,natural language processing,large language model
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