Evaluating the clinical utility of large language models for hepatocellular carcinoma treatment recommendations: A nationwide retrospective registry study

Rákkutatás · Hepatocellular carcinoma

Hepatocellular carcinoma (HCC) management requires complex decision‑making considering tumor burden, liver function, and patient’s functional performance status.

Hepatocellular carcinoma (HCC) management requires complex decision‑making considering tumor burden, liver function, and patient’s functional performance status. Large language models (LLMs) show promise in clinical applications, but their utility in HCC treatment recommendations remains unexplored. We evaluated the clinical relevance of LLM‑generated treatment recommendations by comparing concordance with real‑world physician decisions and survival outcomes.

Large language models (LLMs) such as ChatGPT, Gemini, and Claude can summarize medical information, but it is not known whether their treatment advice would match what doctors actually do in practice.

Bizonyítékszint: Korai humán adat. Kis vagy feltáró emberi adat.

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