Research on thyroid nodule segmentation algorithm based on improved U-Net model Peng Zhou, Zhangjing Wu, Yong Yu, Yuxuan Zhao, Dan Huang and Min Zhang ITM Web Conf., 77 (2025) 01019 Published online: 02 July 2025 DOI: 10.1051/itmconf/20257701019