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B. Wulff

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Open access Sep 2026

Development and validation of a pragmatic pipeline for clinical free-text annotation using locally deployed open-weight large language models

Clinical information required for surgical data science (SDS) is frequently embedded in unstructured text. We developed and evaluated a reproducible pipeline for selecting locally deployed open-weight large language models (LLMs) for binary symptom annotation. In this retrospective single-center study, 1,100 German eme...

Jonas Henn, Alisa Stoll, P. Feodorovici et al. · 0 citations
Open access Jul 2026

Deep learning-based detection of acute pancreatitis on abdominal contrast-enhanced CT

DL enabled accurate CECT-based identification of AP in this retrospective multicenter cohort, with performance maintained in an independent external dataset, and showed promising performance for CECT-based acute pancreatitis detection.

Oleksandra Seidel, M. Theis, Sebastian Nowak et al. · 0 citations

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