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多模式深度学习用于头癌的阶段分类,使用面具自编码器和视觉转换器与基于注意力的融合

Anas Turki1, Ossama Alshabrawy1, Wai Lok Woo1

  • 1Department of Computer and Information Science, Faculty of Engineering and Environment, Northumbria University, Newcastle upon Tyne NE1 8ST, UK.

Cancers
|July 12, 2025
PubMed
概括

这项研究通过将成像和临床数据与深度学习相结合,改善了头癌的分期. 多模式方法提高了准确性,以便在头部和部状细胞癌 (HNSCC) 中更好地规划治疗.

关键词:
在AJCC的分期中,AJCC的分期.头部和部癌症 头部和部癌症蒙面的自动编码器多式联络融合多式联络融合无线电学 (radiomics) 是一种无线电学.视觉变压器 视觉变压器

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Force Classification01:22

Force Classification

Forces play a crucial role in the study of physics and engineering. They are essential in describing the motion, behavior, and equilibrium of objects in the physical world. Forces can be classified based on their origin, type, and direction of action.
Contact and non-contact forces are two of the most widely used categories of forces. As the name suggests, contact forces require physical contact between two objects to act upon each other. Examples of contact forces include frictional,...
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