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R. Davis

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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
Aug 2026

Renal Outcomes of Triglyceride-Targeting Lipid-Lowering Therapies versus Statins in Patients with CKD.

Long-term fibrate use (compared to statin use) was associated with slower eGFR decline, suggesting renoprotective effects of fibrates, and further studies are warranted to investigate whether fibrate use is beneficial for preventing other outcomes, such as adverse cardiovascular events.

Mohammad Abdullah Al Zubair Naim, Fridtjof Thomas, E. Streja et al. · 0 citations

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