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Deep-learning-based hepatic fat assessment (DeHFt) on non-contrast chest CT and its association with disease severity in COVID-19 infections: A multi-site retrospective study

BACKGROUND: Hepatic steatosis (HS) identified on CT may provide an integrated cardiometabolic and COVID-19 risk assessment. This study presents a deep-learning-based hepatic fat assessment (DeHFt) pipeline for (a) more standardised measurements and (b) investigating the association between HS (liver...

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Detalles Bibliográficos
Autores principales: Modanwal, Gourav, Al-Kindi, Sadeer, Walker, Jonathan, Dhamdhere, Rohan, Yuan, Lei, Ji, Mengyao, Lu, Cheng, Fu, Pingfu, Rajagopalan, Sanjay, Madabhushi, Anant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605693/
https://www.ncbi.nlm.nih.gov/pubmed/36309007
http://dx.doi.org/10.1016/j.ebiom.2022.104315