May 24, 2022 · We propose a novel strategy to alleviate the domain gap imbalance considering the characteristics of medical images, namely Global-Local Union Alignment.
Abstract—Unsupervised cross-modality medical image adaptation aims to alleviate the severe domain gap between different imaging modalities without using the ...
Jul 3, 2023 · Abstract—Unsupervised cross-modality medical image adaptation aims to alleviate the severe domain gap between different imaging modalities ...
A novel strategy to alleviate the domain gap imbalance considering the characteristics of medical images, namely Global-Local Union Alignment is proposed.
Unsupervised cross-modality medical image adaptation aims to alleviate the severe domain gap between different imaging modalities without using the target ...
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation · no code implementations • 24 May 2022 • Zixian Su, Kai ...
Mind the gap: Alleviating local imbalance for unsupervised cross-modality medical image segmentation. Z Su, K Yao, X Yang, Q Wang, Y Yan, J Sun, K Huang. IEEE ...
We propose a novel strategy to alleviate the domain gap imbalance considering the characteristics of medical images, namely Global-Local Union Alignment.
Jul 20, 2023 · Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation. Su, Zixian; Yao, Kai; Yang, Xi; wang ...
To effectively minimize the domain gap cross modalities, various domain adaptation approaches have been proposed. Specifically, generative adversarial networks ...