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Development of an unsupervised cycle contrastive unpaired translation network for MRI‐to‐CT synthesis

PURPOSE: The purpose of this work is to develop and evaluate a novel cycle‐contrastive unpaired translation network (cycleCUT) for synthetic computed tomography (sCT) generation from T1‐weighted magnetic resonance images (MRI). METHODS: The cycleCUT proposed in this work integrated the contrastive l...

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Detalles Bibliográficos
Autores principales: Wang, Jiangtao, Yan, Bing, Wu, Xinhong, Jiang, Xiao, Zuo, Yang, Yang, Yidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680583/
https://www.ncbi.nlm.nih.gov/pubmed/36168935
http://dx.doi.org/10.1002/acm2.13775