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...