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 studyResearch in context

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 studyResearch in context

Summary: 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...

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Bibliographic Details
Main Authors: Gourav Modanwal, Sadeer Al-Kindi, Jonathan Walker, Rohan Dhamdhere, Lei Yuan, Mengyao Ji, Cheng Lu, Pingfu Fu, Sanjay Rajagopalan, Anant Madabhushi
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:EBioMedicine
Subjects:
COVID-19
NAFLD
Hepatic steatosis
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396422004972

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