A brain tumor segmentation method based on attention mechanism

Abstract The rise in brain tumor incidence due to the global population aging has intensified the need for precise segmentation methods in clinical settings. Current segmentation networks often fail to capture comprehensive contextual information and fine edge details of brain tumors, which are cruc...

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Bibliographic Details
Main Authors: Juan Cao, Jinjia Liu, Jiaran Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-98355-8
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