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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2025) vom: 13. Okt.
1. Verfasser: Zhu, Yazhou (VerfasserIn)
Weitere Verfasser: Wang, Shidong, Zhou, Tao, Li, Zechao, Zhang, Haofeng, Shao, Ling
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article