@article{mednextv2scaling3dconvnextsforlargescale, title = {MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation}, author = {Saikat Roy and Yannick Kirchhoff and Constantin Ulrich and Maximillian Rokuss and Tassilo Wald and Fabian Isensee and Klaus Maier-Hein}, year = {2025}, eprint = {2512.17774}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.17774}, }