Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer

BACKGROUND/PURPOSE: Sarcopenia is a prognostic factor in patients with head and neck cancer (HNC). Sarcopenia can be determined using the skeletal muscle index (SMI) calculated from cervical neck skeletal muscle (SM) segmentations. However, SM segmentation requires manual input, which is time-consum...

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Detalles Bibliográficos
Autores principales: Naser, Mohamed A., Wahid, Kareem A., Grossberg, Aaron J., Olson, Brennan, Jain, Rishab, El-Habashy, Dina, Dede, Cem, Salama, Vivian, Abobakr, Moamen, Mohamed, Abdallah S. R., He, Renjie, Jaskari, Joel, Sahlsten, Jaakko, Kaski, Kimmo, Fuller, Clifton D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366009/
https://www.ncbi.nlm.nih.gov/pubmed/35965493
http://dx.doi.org/10.3389/fonc.2022.930432

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366009/
https://www.ncbi.nlm.nih.gov/pubmed/35965493
http://dx.doi.org/10.3389/fonc.2022.930432

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