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

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 retrospectiv...

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Detalles Bibliográficos
Autores principales: Luetkens, Julian A., Nowak, Sebastian, Mesropyan, Narine, Block, Wolfgang, Praktiknjo, Michael, Chang, Johannes, Bauckhage, Christian, Sifa, Rafet, Sprinkart, Alois Martin, Faron, Anton, Attenberger, Ulrike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117223/
https://www.ncbi.nlm.nih.gov/pubmed/35585118
http://dx.doi.org/10.1038/s41598-022-12410-2