Author

T. Spreuer

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Open access Sep 2026

Clinical Code Mapping with LLM Tool Use: A Pilot for Automated Data Extraction of Medication and Diagnosis Information from Unstructured Clinical Notes.

LLMs are suitable for information extraction of medications from clinical notes for use in research databases, however, for a clinical setting where the treatment of patients would be dependent on LLM performance, the current state-of-the-art open weight models are not accurate enough.

T. Spreuer, A. Günther, R. Majeed · Studies in Health Technology... · 0 citations

#large language models Open access Sep 2026

Benchmarking AI Vibe Coding for Clinical Statistical Analysis: A Structured Evaluation in Pulmonary Hypertension Research.

Statistical analysis of clinical data requires expertise in medical statistics. Large language models (LLMs) are increasingly used for code generation and may support both descriptive and advanced analyses, but their reliability remains uncertain. This study evaluated whether five current LLMs (GPT 5.3, Claude Sonnet 4...

J. Sam, T. Spreuer, M. Berger et al. · Studies in Health Technology... · 0 citations