DOI: 10.1148/radiol.240895 ISSN: 0033-8419
Privacy-ensuring Open-weights Large Language Models Are Competitive with Closed-weights GPT-4o in Extracting Chest Radiography Findings from Free-Text Reports
Sebastian Nowak, Benjamin Wulff, Yannik C. Layer, Maike Theis, Alexander Isaak, Babak Salam, Wolfgang Block, Daniel Kuetting, Claus C. Pieper, Julian A. Luetkens, Ulrike Attenberger, Alois M. SprinkartPrivacy-ensuring, open-weights large language models showed great potential in the extraction of structured content from free-text radiology reports, facilitating the secondary use of clinical databases for applications in data-driven medicine.