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An efficient segment anything model for the segmentation of medical images

Abstract This paper introduces the efficient medical-images-aimed segment anything model (EMedSAM), addressing the high computational demands and limited adaptability of using SAM for medical image segmentation tasks. We present a novel, compact image encoder, DD-TinyViT, designed to enhance segment...

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Detaylı Bibliyografya
Asıl Yazarlar: Guanliang Dong, Zhangquan Wang, Yourong Chen, Yuliang Sun, Hongbo Song, Liyuan Liu, Haidong Cui
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Portfolio 2024-08-01
Seri Bilgileri:Scientific Reports
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Online Erişim:https://doi.org/10.1038/s41598-024-70288-8
Etiketler: Etiketle
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