Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI

Abstract Although CT and MRI are standard procedures in cirrhosis diagnosis, differentiation of etiology based on imaging is not established. This proof-of-concept study explores the potential of deep learning (DL) to support imaging-based differentiation of the etiology of liver cirrhosis. This ret...

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Main Authors: Julian A. Luetkens, Sebastian Nowak, Narine Mesropyan, Wolfgang Block, Michael Praktiknjo, Johannes Chang, Christian Bauckhage, Rafet Sifa, Alois Martin Sprinkart, Anton Faron, Ulrike Attenberger
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Portfolio 2022-05-01
סדרה:Scientific Reports
גישה מקוונת:https://doi.org/10.1038/s41598-022-12410-2
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