Preoperative Diagnosis of Dual‐Phenotype Hepatocellular Carcinoma Using Enhanced MRI Radiomics Models

Background Dual‐phenotype hepatocellular carcinoma (DPHCC) is highly aggressive and difficult to distinguish from hepatocellular carcinoma (HCC). Purpose To develop and validate clinical and radiomics models based on contrast‐enhanced MRI for the preoperative diagnosis of DPHCC. Study type Retrospec...

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Veröffentlicht in:	Journal of magnetic resonance imaging 2023-04, Vol.57 (4), p.1185-1196
Hauptverfasser:	Wu, Qian, Yu, Yi‐xing, Zhang, Tao, Zhu, Wen‐jing, Fan, Yan‐fen, Wang, Xi‐ming, Hu, Chun‐hong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Carcinoma, Hepatocellular - pathology Confidence intervals Correlation analysis Correlation coefficient Correlation coefficients Diagnosis Dual‐phenotype hepatocellular carcinoma Effectiveness Feature extraction Field strength Hepatitis B Hepatocellular carcinoma Humans Liver cancer Liver Neoplasms - pathology Machine learning Magnetic resonance imaging Magnetic Resonance Imaging - methods Patients Phenotype Phenotypes Population studies preoperative diagnosis Radiomics Regression analysis Retrospective Studies Risk factors Statistical analysis Statistical tests Support vector machines Tumors Viruses
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