Zero-Shot LLMs for Named Entity Recognition: Targeting Cardiac Function Indicators in German Clinical Texts.
Lucas PlagwitzPhilipp NeuhausKemal YildirimNoah LoschJulian VargheseAntonius Büscher
Published in: Studies in health technology and informatics (2024)
The results strongly recommend using open-source LLMs for extracting medical parameters from clinical texts, including those in German, due to their high accuracy and effectiveness even without specific fine-tuning.