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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Bibliographic Details
Main Authors: Peng Li, Jianhua Ding, Chia S. Lim
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Artificial Intelligence
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Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1557508/full
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