1 code implementation • 28 Dec 2022 • Zi'an Xu, Yin Dai, Fayu Liu, Weibing Chen, Yue Liu, Lifu Shi, Sheng Liu, YuHang Zhou
The development of deep learning models in medical image analysis is majorly limited by the lack of large-sized and well-annotated datasets.
no code implementations • 4 Oct 2022 • Yifan Gao, Yin Dai, Fayu Liu, Weibing Chen, Lifu Shi
Second, considering that the segmentation model is prone to be disturbed by similar anatomical structures and make wrong predictions, we design anatomy-aware loss.
no code implementations • 26 Aug 2022 • Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi
Segmentation of the parotid glands and tumors by MR images is important for the treatment of parotid gland tumors.