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Detection of Hepatocellular Carcinoma in Contrast-Enhanced Magnetic Resonance Imaging Using Deep Learning Classifier: A Multi-Center Retrospective Study

Hepatocellular carcinoma (HCC) is one of the most common malignant tumors and a leading cause of cancer-related death worldwide. We propose a fully automated deep learning model to detect HCC using hepatobiliary phase magnetic resonance images from 549 patients who underwent surgical resection. Our...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Kim, Junmo, Min, Ji Hye, Kim, Seon Kyoung, Shin, Soo-Yong, Lee, Min Woo
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7289813/
https://ncbi.nlm.nih.gov/pubmed/32527998
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-65875-4
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