Dong, Nanqing; Kampffmeyer, Michael; Liang, Xiaodan; Xu, Min; Voiculescu, Irina; Xing, Eric (Journal article; Tidsskriftartikkel; Peer reviewed, 2021-11-20)
The data-driven nature of deep learning (DL) models for semantic segmentation requires a large
number of pixel-level annotations. However, large-scale and fully labeled medical datasets are often
unavailable for practical tasks. Recently, partially supervised methods have been proposed to utilize
images with incomplete labels in the medical domain. To bridge the methodological gaps in ...