@article{multistepretrievalandreasoningimprovesra, title = {Multi-step retrieval and reasoning improves radiology question answering with large language models}, author = {Sebastian Wind and Jeta Sopa and Daniel Truhn and Mahshad Lotfinia and Tri-Thien Nguyen and Keno Bressem and Lisa Adams and Mirabela Rusu and Harald Köstler and Gerhard Wellein and Andreas Maier and Soroosh Tayebi Arasteh}, year = {2025}, eprint = {2508.00743}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00743}, }