Boundary-enhanced local-global collaborative network for medical image segmentation

Abstract Medical imaging plays a vital role as an auxiliary tool in clinical diagnosis and treatment, with segmentation serving as a crucial foundational process in medical image analysis. Nonetheless, challenges such as class imbalance and indistinct boundaries of regions of interest (ROIs) often c...

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Bibliographic Details
Main Authors: Haiyan Qiu, Chi Zhong, Chengling Gao, Changqin Huang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-93875-9
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