Identification of macrotrabecular‐massive hepatocellular carcinoma through multiphasic CT‐based representation learning method

Background Macrotrabecular‐massive hepatocellular carcinoma (MTM‐HCC) represents an aggressive subtype of HCC and is associated with poor survival. Purpose To investigate the performance of a representation learning‐based feature fusion strategy that employs a multiphase contrast‐enhanced CT (mpCECT...

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Veröffentlicht in:	Medical physics (Lancaster) 2024-12, Vol.51 (12), p.9017-9030
Hauptverfasser:	Zhang, Zhenyang, Zhang, Wanli, He, Chutong, Xie, Jincheng, Liang, Fangrong, Zhao, Yandong, Tan, Lilian, Lai, Shengsheng, Jiang, Xinqing, Wei, Xinhua, Zhen, Xin, Yang, Ruimeng
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Carcinoma, Hepatocellular - diagnostic imaging Carcinoma, Hepatocellular - surgery computed tomography feature fusion Female Humans Image Processing, Computer-Assisted - methods Liver Neoplasms - diagnostic imaging Liver Neoplasms - surgery Machine Learning macrotrabecular‐massive hepatocellular carcinoma Male Middle Aged radiomics Retrospective Studies Tomography, X-Ray Computed
Online-Zugang:	Volltext
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