A Polyp Segmentation Algorithm Based on Local Enhancement and Attention Mechanism

Accurate polyp segmentation plays a vital role in the early detection and prevention of colorectal cancer. However, the diverse shapes, blurred boundaries, and varying sizes of polyps present significant challenges for automatic segmentation. Existing methods often struggle with effective local feat...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Lanxi Fan, Yu Jiang
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	polyp segmentation local information enhancement cross-shaped windows self-attention medical image segmentation deep learning
Online Access:	https://www.mdpi.com/2227-7390/13/12/1925