SAM2Med3D: Leveraging video foundation models for 3D breast MRI segmentation

Foundation models such as the Segment Anything Model 2 (SAM2) have demonstrated impressive generalization across natural image domains. However, their potential in volumetric medical imaging remains largely underexplored, particularly under limited data conditions. In this paper, we present SAM2Med3...

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Veröffentlicht in:	Computers & graphics Jg. 132; S. 104341
Hauptverfasser:	Chen, Ying, Cui, Wenjing, Dong, Xiaoyan, Zhou, Shuai, Wang, Zhongqiu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.11.2025
Schlagworte:	3D Segmentation Computer-aided detection Foundation model Computer-aided detection 3D Segmentation Foundation model
ISSN:	0097-8493
Online-Zugang:	Volltext
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