Open-source Large Language Models Can Generate Labels from Radiology Reports for Training Convolutional Neural Networks

Fares Al Mohamad,Leonhard Donle, Felix Dorfner, Laura Romanescu, Kristin Drechsler, Mike P. Wattjes,Jawed Nawabi,Marcus R. Makowski, Hartmut Häntze,Lisa Adams, Lina Xu,Felix Busch,Aymen Meddeb,Keno Kyrill Bressem

Academic Radiology（2025）

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Key words

Natural language processing,Large language models,Automated labeling,Convolutional Neural Networks,Ankle fracture detection

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