Decomposition of musculoskeletal structures from radiographs using an improved CycleGAN framework

This paper presents methods of decomposition of musculoskeletal structures from radiographs into multiple individual muscle and bone structures. While existing solutions require dual-energy scan for the training dataset and are mainly applied to structures with high-intensity contrast, such as bones...

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Detalles Bibliográficos
Autores principales: Nakanishi, Naoki, Otake, Yoshito, Hiasa, Yuta, Gu, Yi, Uemura, Keisuke, Takao, Masaki, Sugano, Nobuhiko, Sato, Yoshinobu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213012/
https://www.ncbi.nlm.nih.gov/pubmed/37231008
http://dx.doi.org/10.1038/s41598-023-35075-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213012/
https://www.ncbi.nlm.nih.gov/pubmed/37231008
http://dx.doi.org/10.1038/s41598-023-35075-x

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