Hybrid transformer and convolution iteratively optimized pyramid network for brain large deformation image registration

Abstract In recent years, the pyramid-based encoder-decoder network architecture has become a popular solution to the problem of large deformation image registration due to its excellent multi-scale deformation field prediction ability. However, there are two main limitations in existing research: o...

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Главные авторы:	Xinxin Cui, Yuee Zhou, Caihong Wei, Guodong Suo, Fengqing Jin, Jianlan Yang
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Nature Portfolio 2025-05-01
Серии:	Scientific Reports
Предметы:	Enhanced pyramid encoder Convolution iterative optimization Transformer Brain MRI
Online-ссылка:	https://doi.org/10.1038/s41598-025-00403-w
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