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Author

Charlotta J. Lindvall

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Aug 2026

Development and Validation of a Natural Language Processing Algorithm to Identify Social Isolation in Older Surgical Patients.

BACKGROUND Social isolation is increasingly prevalent among older adults and is associated with adverse health outcomes, yet its impact in surgical populations remains poorly defined. Lack of systematic measurement during surgical care has limited large-scale investigation of social isolation and its associations with...

Daniel I. Hoffman, Sydney Moore, C. Sheu et al. · 0 citations
Open access Jul 2026

Development of a benchmarking dataset for symptom detection using large language models

A pipeline for evaluating large language models (LLMs) on the task of capturing symptoms from clinical encounters and a gold standard dataset of symptom annotations from simulated doctor-patient encounter excerpts are developed.

Joshua Davis, B. Durieux, Chloe Van Dongen et al. · 0 citations

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