DE-UFormer: U-shaped dual encoder architectures for brain tumor segmentation.

Physics in medicine and biology(2023)

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摘要
The method proposed in this paper greatly improves the accuracy of brain tumor segmentation. This advancement helps healthcare professionals perform a more comprehensive analysis and assessment of brain tumors, thereby improving diagnostic accuracy and reliability. This fully automated brain model segmentation model with high accuracy is of great significance for critical decisions made by physicians in selecting treatment strategies and preoperative planning.
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关键词
brain tumor segmentation, MRI, transformer
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