Automatic MRI segmentation of pectoralis major muscle using deep learning

To develop and validate a deep convolutional neural network (CNN) method capable of selecting the greatest Pectoralis Major Cross-Sectional Area (PMM-CSA) and automatically segmenting PMM on an axial Magnetic Resonance Imaging (MRI). We hypothesized a CNN technique can accurately perform both tasks...

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Detalles Bibliográficos
Autores principales: Godoy, Ivan Rodrigues Barros, Silva, Raian Portela, Rodrigues, Tatiane Cantarelli, Skaf, Abdalla Youssef, de Castro Pochini, Alberto, Yamada, André Fukunishi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964724/
https://www.ncbi.nlm.nih.gov/pubmed/35351924
http://dx.doi.org/10.1038/s41598-022-09280-z

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