@article{evaluatingopenweightlargelanguagemodelsf, title = {Evaluating Open-Weight Large Language Models for Structured Data Extraction from Narrative Medical Reports Across Multiple Use Cases and Languages}, author = {Douwe J. Spaanderman and Karthik Prathaban and Petr Zelina and Kaouther Mouheb and Lukáš Hejtmánek and Matthew Marzetti and Antonius W. Schurink and Damian Chan and Ruben Niemantsverdriet and Frederik Hartmann and Zhen Qian and Maarten G. J. Thomeer and Petr Holub and Farhan Akram and Frank J. Wolters and Meike W. Vernooij and Cornelis Verhoef and Esther E. Bron and Vít Nováček and Dirk J. Grünhagen and Wiro J. Niessen and Martijn P. A. Starmans and Stefan Klein}, year = {2025}, eprint = {2511.10658}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.10658}, }