Zhaoyan Xie, Xiaowei Li, Hongyao Ma, Sihao Wu, Dayou Cui. "PUNet: a lightweight parallel U-Net architecture integrating Mamba–CNN for high-precision image segmentation." Scientific Reports, 2025. doi:10.1038/s41598-025-22862-x