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A Multiparametric Fusion Deep Learning Model Based on DCE‐MRI for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma

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Assessment of microvascular invasion (MVI) in intrahepatic cholangiocarcinoma (ICC) by using a noninvasive method is an unresolved issue. Deep learning (DL) methods based on multiparametric fusion of MR images have… Click to show full abstract

Assessment of microvascular invasion (MVI) in intrahepatic cholangiocarcinoma (ICC) by using a noninvasive method is an unresolved issue. Deep learning (DL) methods based on multiparametric fusion of MR images have the potential of preoperative assessment of MVI.

Keywords: deep learning; intrahepatic cholangiocarcinoma; microvascular invasion; multiparametric fusion

Journal Title: Journal of Magnetic Resonance Imaging
Year Published: 2022

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