A Deep Learning Model to Automate Skeletal Muscle Area Measurement on Computed Tomography Images

BACKGROUND: Muscle wasting (Sarcopenia) is associated with poor outcomes in cancer patients. Early identification of sarcopenia can facilitate nutritional and exercise intervention. Cross-sectional skeletal muscle (SM) area at the third lumbar vertebra (L3) slice of a computed tomography (CT) image...

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Bibliografiske detaljer
Udgivet i:Front Oncol
Main Authors: Amarasinghe, Kaushalya C., Lopes, Jamie, Beraldo, Julian, Kiss, Nicole, Bucknell, Nicholas, Everitt, Sarah, Jackson, Price, Litchfield, Cassandra, Denehy, Linda, Blyth, Benjamin J., Siva, Shankar, MacManus, Michael, Ball, David, Li, Jason, Hardcastle, Nicholas
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2021
Fag:
Oncology
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8138051/
https://ncbi.nlm.nih.gov/pubmed/34026597
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2021.580806
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