Deep learning–assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver

OBJECTIVES: To train a deep learning model to differentiate between pathologically proven hepatocellular carcinoma (HCC) and non-HCC lesions on MRI including lesions with atypical imaging features. METHODS: This IRB-approved retrospective study included 118 patients with 150 lesions (93(62%) HCC and...

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Détails bibliographiques
Publié dans:Eur Radiol
Auteurs principaux: Oestmann, Paula M., Wang, Clinton J., Savic, Lynn J., Hamm, Charlie A., Stark, Sophie, Schobert, Isabel, Gebauer, Bernhard, Schlachter, Todd, Lin, MingDe, Weinreb, Jeffrey C., Batra, Ramesh, Mulligan, David, Zhang, Xuchen, Duncan, James S., Chapiro, Julius
Format: Artigo
Langue:Inglês
Publié: 2021
Sujets:
Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8222094/
https://ncbi.nlm.nih.gov/pubmed/33409782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00330-020-07559-1
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