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Deformable registration of chest CT images using a 3D convolutional neural network based on unsupervised learning

PURPOSE: The deformable registration of 3D chest computed tomography (CT) images is one of the most important tasks in the field of medical image registration. However, the nonlinear deformation and large‐scale displacement of lung tissues caused by respiratory motion cause great challenges in the d...

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Detalles Bibliográficos
Autores principales: Zheng, Yongnan, Jiang, Shan, Yang, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504612/
https://www.ncbi.nlm.nih.gov/pubmed/34505341
http://dx.doi.org/10.1002/acm2.13392