@article{ultrasoundclipsemanticawarecontrastivepr, title = {Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding}, author = {Jiayun Jin and Haolong Chai and Xueying Huang and Xiaoqing Guo and Zengwei Zheng and Zhan Zhou and Junmei Wang and Xinyu Wang and Jie Liu and Binbin Zhou}, year = {2026}, eprint = {2604.01749}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.01749}, }