DTASUnet: a local and global dual transformer with the attention supervision U-network for brain tumor segmentation

DTASUnet: a local and global dual transformer with the attention supervision U-network for brain tumor segmentation

Abstract Glioma refers to a highly prevalent type of brain tumor that is strongly associated with a high mortality rate. During the treatment process of the disease, it is particularly important to accurately perform segmentation of the glioma from Magnetic Resonance Imaging (MRI). However, existing...

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Bibliographic Details
Main Authors: Bo Ma, Qian Sun, Ze Ma, Baosheng Li, Qiang Cao, Yungang Wang, Gang Yu
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Brain tumor segmentation
Deep learning
Multimodal MRI
Local and global transformer
Attention supervision
3D U-Net
Online Access:https://doi.org/10.1038/s41598-024-78067-1
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https://doi.org/10.1038/s41598-024-78067-1

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