Correlation of histologic, imaging, and artificial intelligence features in NAFLD patients, derived from Gd-EOB-DTPA-enhanced MRI: a proof-of-concept study

OBJECTIVE: To compare unsupervised deep clustering (UDC) to fat fraction (FF) and relative liver enhancement (RLE) on Gd-EOB-DTPA-enhanced MRI to distinguish simple steatosis from non-alcoholic steatohepatitis (NASH), using histology as the gold standard. MATERIALS AND METHODS: A derivation group of...

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Detalles Bibliográficos
Autores principales: Bastati, Nina, Perkonigg, Matthias, Sobotka, Daniel, Poetter-Lang, Sarah, Fragner, Romana, Beer, Andrea, Messner, Alina, Watzenboeck, Martin, Pochepnia, Svitlana, Kittinger, Jakob, Herold, Alexander, Kristic, Antonia, Hodge, Jacqueline C., Traussnig, Stefan, Trauner, Michael, Ba-Ssalamah, Ahmed, Langs, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Magnetic Resonance
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598123/
https://www.ncbi.nlm.nih.gov/pubmed/37358613
http://dx.doi.org/10.1007/s00330-023-09735-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598123/
https://www.ncbi.nlm.nih.gov/pubmed/37358613
http://dx.doi.org/10.1007/s00330-023-09735-5

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