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C. Madlock-Brown

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Open access Jul 2026

Fine-Tuned Large Language Models for Detecting Social Isolation from Unstructured Clinical Notes

Transformer-based NLP models, particularly FLAN-T5-Large, demonstrated potential for identifying social isolation and social support in clinical text, and these findings support the use of generative AI techniques to enhance detection of social isolation from EHRs, advancing context-aware healthcare analytics.

L. Chinthala, C. Lemon, A. Shaban-Nejad et al. · 0 citations
Open access Aug 2026

Real-world effectiveness of early nirmatrelvir/ritonavir initiation after COVID-19 diagnosis in outpatient setting against severe illness, hospitalization, death, and long COVID in N3C

Evaluated the real-world effectiveness of NMV-R in preventing severe illness, hospitalization, death and long-COVID in a large nationwide cohort of outpatients with COVID-19 and found it overall effective at preventing the risk of severe acute outcomes including hospitalization and death, as well as long COVID.

Steve R Makkar, Kristen Hansen, Arjun S. Yadaw et al. · 0 citations

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