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Deep learning-based quantification of abdominal fat on magnetic resonance images

Obesity is increasingly prevalent and associated with increased risk of developing type 2 diabetes, cardiovascular diseases, and cancer. Magnetic resonance imaging (MRI) is an accurate method for determination of body fat volume and distribution. However, quantifying body fat from numerous MRI slice...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Grainger, Andrew T., Tustison, Nicholas J., Qing, Kun, Roy, Rene, Berr, Stuart S., Shi, Weibin
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6147491/
https://ncbi.nlm.nih.gov/pubmed/30235253
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0204071
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