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Updated: May 11, 2026

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CMAN:级联式多尺度空间通道注意力引导网络,用于大3D可变形的肝脏CT图像的注册

Xuan Loc Pham1, Manh Ha Luu2, Theo van Walsum3

  • 1FET, VNU University of Engineering and Technology, Hanoi, Viet Nam; Diagnostic Image Analysis Group, Radboud UMC, Nijmegen, The Netherlands.

Medical image analysis
|June 3, 2024
PubMed
概括

一种新的深度学习方法,级多尺度空间通道注意引导网络 (CMAN),有效地处理大变形医疗图像注册. 这种新的方法提高了对肝脏器官分析等具有挑战性的病例的准确性.

关键词:
3D医疗图像的注册 3D医学图像的注册级联网络是一个级联网络.从粗到细的双重登记.肝脏计算机断层扫描.空间道的注意力

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