Assessment of body composition and prediction of infectious pancreatic necrosis via non-contrast CT radiomics and deep learning

Assessment of body composition and prediction of infectious pancreatic necrosis via non-contrast CT radiomics and deep learning

AimThe current study aims to delineate subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), the sacrospinalis muscle, and all abdominal musculature at the L3–L5 vertebral level from non-contrast computed tomography (CT) imagery using deep learning algorithms. Subsequently, radiomic feat...

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Bibliographic Details
Main Authors: Bingyao Huang, Yi Gao, Lina Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Microbiology
Subjects:
pancreatitis
infectious pancreatic necrosis
artificial intelligence
adipose tissue
musculature
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2024.1509915/full
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