Multilevel support-assisted prototype optimization network for few-shot medical segmentation of lung lesions

Abstract Medical image annotation is scarce and costly. Few-shot segmentation has been widely used in medical image from only a few annotated examples. However, its research on lesion segmentation for lung diseases is still limited, especially for pulmonary aspergillosis. Lesion areas usually have c...

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Bibliographic Details
Main Authors: Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-87829-4
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