VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration

IntroductionRectal cancer often originates from polyps. Early detection and timely removal of polyps are crucial for preventing colorectal cancer and inhibiting its progression to malignancy. While polyp segmentation algorithms are essential for aiding polyp removal, they face significant challenges...

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Prif Awduron:	Peng Li, Jianhua Ding, Chia S. Lim
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Frontiers Media S.A. 2025-06-01
Cyfres:	Frontiers in Artificial Intelligence
Pynciau:	polyp segmentation Mamba Transformer feature fusion medical image segmentation
Mynediad Ar-lein:	https://www.frontiersin.org/articles/10.3389/frai.2025.1557508/full
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!