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具有图形操作的多尺度嵌套图形变压器:先进的高分辨率胸部X射线分类

Dongjing Shan1,2, Mengchu Yang3, Lu Huang4

  • 1The Affiliated Hospital of Southwest Medical University, Luzhou, China.

Medical physics
|September 25, 2025
PubMed
概括

一个新的多尺度嵌套图形变压器 (MNGT) 提高了高分辨率胸部X射线 (CXR) 分类的准确性和效率. 这种模型有效地平衡了当地细节和全球背景,以更好地诊断肺部疾病,即使数据有限.

关键词:
胸部X射线 胸部X射线交叉注意力引起的注意力图形 变压器 变压器高分辨率成像成像技术图像的分类图像的分类.

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