Privacy-ensuring Open-weights Large Language Models Are Competitive with Closed-weights GPT-4o in Extracting Chest Radiography Findings from Free-Text Reports
医学
射线照相术
放射科
作者
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. Sprinkart
出处
期刊:Radiology [Radiological Society of North America] 日期:2025-01-01卷期号:314 (1): e240895-e240895被引量:18
Privacy-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.