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Deep generative models for automated muscle segmentation in computed tomography scanning

Accurate gluteus medius (GMd) volume evaluation may aid in the analysis of muscular atrophy states and help gain an improved understanding of patient recovery via rehabilitation. However, the segmentation of muscle regions in GMd images for cubic muscle volume assessment is time-consuming and labor-...

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Detalles Bibliográficos
Autores principales: Nishiyama, Daisuke, Iwasaki, Hiroshi, Taniguchi, Takaya, Fukui, Daisuke, Yamanaka, Manabu, Harada, Teiji, Yamada, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432798/
https://www.ncbi.nlm.nih.gov/pubmed/34506602
http://dx.doi.org/10.1371/journal.pone.0257371