@article{backgroundmattersacrossviewbidirectional, title = {Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation}, author = {Luyang Cao and Jianwei Li and Yinghuan Shi}, year = {2025}, eprint = {2505.16625}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.16625v1}, }