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Open access Oct 2026

Large Language Models for Structured Information Extraction from German Histopathology Reports - Hepatocellular Carcinoma

Background: Clinical registries and institutional quality control (QC) in pathology heavily depend on complex histopathological data. However, critical tumor characteristics are mostly locked in unstructured free-text reports. We hypothesize that locally deployed, resource-efficient language models operating within a s...

N. Koch, N. Hartmann, A. Maennel et al. · 0 citations

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