Search Results for author: Zanting Ye

Found 2 papers, 2 papers with code

SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation

1 code implementation5 Nov 2023 Zanting Ye

In this paper, we rethink the relationship between semi-supervised learning (SSL) and domain generalization (DG), which are the cutting-edge approaches to address the annotated data-driven constraints and the domain shift issues.

Data Augmentation Domain Generalization +3

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

1 code implementation6 Sep 2023 Ke Wang, Zanting Ye, Xiang Xie, Haidong Cui, Tao Chen, Banteng Liu

Extensive experiments validate the effectiveness of MLN-net in segmenting clustered microcalcifications from different domains and the its segmentation accuracy surpasses state-of-the-art methods.

Image Augmentation Image Segmentation +3

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