Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation

no code implementations • 23 Apr 2024 • Xingyue Zhao, Zhongyu Li, Xiangde Luo, Peiqi Li, Peng Huang, Jianwei Zhu, Yang Liu, Jihua Zhu, Meng Yang, Shi Chang, Jun Dong

Especially, an asymmetric learning framework is developed by extending the aspect ratio annotations with two types of pseudo labels, i. e., conservative labels and radical labels, to train two asymmetric segmentation networks simultaneously.

Anatomy Morphological Analysis +1