Cross-domain Few-shot Medical Image Segmentation via Dynamic Semantic Matching

Cross-domain few-shot medical image segmentation (CDFSMIS) presents the fundamental challenge of segmenting novel anatomical or tissue structures on unfamiliar medical imaging domains with limited annotated data. In this paper, we conduct an in-depth investigation of CDFSMIS and identify two critica...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2025) vom: 13. Okt.
Auteur principal: Zhu, Yazhou (Auteur)
Autres auteurs: Wang, Shidong, Zhou, Tao, Li, Zechao, Zhang, Haofeng, Shao, Ling
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article