SR-CycleGAN: super-resolution of clinical CT to micro-CT level with multi-modality super-resolution loss

PURPOSE: We propose a super-resolution (SR) method, named SR-CycleGAN, for SR of clinical computed tomography (CT) images to the micro-focus x-ray CT CT ([Formula: see text]) level. Due to the resolution limitations of clinical CT (about [Formula: see text]), it is challenging to obtain enough patho...

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Detalles Bibliográficos
Autores principales: Zheng, Tong, Oda, Hirohisa, Hayashi, Yuichiro, Moriya, Takayasu, Nakamura, Shota, Mori, Masaki, Takabatake, Hirotsugu, Natori, Hiroshi, Oda, Masahiro, Mori, Kensaku
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2022
Materias:
Image Processing
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983071/
https://www.ncbi.nlm.nih.gov/pubmed/35399301
http://dx.doi.org/10.1117/1.JMI.9.2.024003

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983071/
https://www.ncbi.nlm.nih.gov/pubmed/35399301
http://dx.doi.org/10.1117/1.JMI.9.2.024003

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