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Jin Vivian Lee

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#natural language process... Preprint Oct 2026

Clinician use of language models diverges from how the models are evaluated

Large language model (LLM) assistants are being deployed to clinicians across health systems, and judgments about their readiness rest largely on benchmark scores, most of them derived from examination questions or curated cases. A benchmark predicts performance in deployment only to the extent that its items resemble...

K. Vishwanath, Hai-Tong Lin, A. Alyakin et al. · 0 citations
Review Aug 2026

Big data in U.S. neuro-oncology: trends and translational priorities

An overview of the landscape of major U.S. neuro-oncology data resources is provided and how these datasets are used in contemporary research is evaluated, including population registries, clinical data networks, federal and consortium research cohorts, institutional datasets, specialized resources, and artificial inte...

Anjali Kapoor, A. Alyakin, J. Markert et al. · 0 citations

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