A comprehensive benchmarking of a U-Net based model for midbrain auto-segmentation on transcranial sonography. - Hong-yu Kang; Wei Zhang; Shuai Li; Xinyi Wang; Yu Sun 073; Xin Sun; Fang-Xian Li; Chao Hou; Sai-kit Lam; Yong-Ping Zheng (Comput. Methods Programs Biomed., 2025)