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Author

Lisa R. Allen

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2 papers indexed here

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Open access Oct 2026

Evaluating large language models for skin lesion diagnosis and triage in rural settings

Skin cancer is a growing global cause of morbidity and mortality. Rural populations are at an increased risk due to greater ultraviolet exposure and limited access to dermatology services. Although large language models (LLMs) are increasingly used for health information, their ability to accurately diagnose and...

I. Chattha, Tafheem-Un Nisa, Lisa R. Allen et al. · 0 citations
Review Jul 2026

Accuracy of Retrieval-Augmented Large Language Model-Generated Preconsult Summaries in Breast Surgical Oncology.

Structured retrieval-augmented LLM-generated structured preconsult summaries demonstrated field-level accuracy comparable with or exceeding staff-authored documentation across most radiologic and pathologic variables, with low per-field fabrication rates.

T. Moo, Robert James, Solange Bayard et al. · 0 citations

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