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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Vydáno v:Eur Radiol
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: 2021
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Article
On-line přístup: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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