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Author

Sedat Arslan

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Review Open access Aug 2026

Large language models in clinical nutrition practice: opportunities, risks, and governance

This paper provides a clinic-ready “LLM Safety & Quality Checklist” to support dietitians and clinical teams in verifying outputs against authoritative guidelines, identifying high-risk cases requiring clinician review, ensuring transparent disclosure to patients, and safeguarding privacy.

Sedat Arslan · 0 citations
Open access Jul 2026

Can Machines Detect Ultra-Processed Foods? A Head-to-Head Evaluation of Large Language Models Using NOVA Classification

It is suggested that off-the-shelf LLMs require prompt calibration and human oversight before UPF surveillance workflows, and low inter-run agreement indicated sensitivity to model updates, supporting prompt calibration and human oversight.

H. Bayram, Sedat Arslan, Arda Ozturkcan · 0 citations

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