Article

Multi-Model Clinical Validation of an AI-Powered Biomarker Analysis Framework: A Cross-Vendor Benchmark on 4,018 NHANES Patients

2026-02-17

Abstract excerpt

<h4>Background</h4> Large language models (LLMs) show promise for clinical decision support, yet most validation studies evaluate single models, leaving questions about generalizability and vendor dependence unanswered. We assessed whether a standardized biomarker analysis framework maintains clinical-grade accuracy across multiple LLMs from independent providers. <h4>Methods</h4> We developed a structured promp...

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Literature Corpus work: 73c111d6-8d21-5bbb-8fb8-9cbf5ca0ad37
DOI: 10.64898/2026.02.13.26346284

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