Simple is what you need for efficient and accurate medical image segmentation. - Xiang Yu; Yayan Chen; Guannan He; Qing Zeng 005; Yue Qin; Meiling Liang; Dandan Luo; Yimei Liao; Zeyu Ren; Cheng Kang; Delong Yang; Bocheng Liang; et al. (CoRR, 2025)