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You-Yin Ran

As seen in: Frontiers in Immunology
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Frontiers | Development of a machine learning model to predict overall survival for large hepatocellular carcinoma at BCLC stage A or B after curative hepatectomy

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By Jia-Yong Su, Min-Jun Li, Shuang Shen, Yu Wang, Yao-Ting Huang, Jin-Yan Huang, Bang-De Xiang, Jie Zhang, Tai-Xin Yang, Huan-Nan Wei, Ming-Jian Huang, Qing-Man Qin, You-Yin Ran, Wen-Feng Gong
| Frontiers in Immunology
1 Introduction Across the globe, hepatocellular carcinoma (HCC) is the third leading cause of death related to cancer, with many patients receiving a diagnosis after tumors have reached an advanced size (1, 2). Despite advancements in treatment modalities—including hepatectomy, liver transplantation, local ablation, targeted therapy, and immunotherapy—the prognosis for patients with large hepatocellular carcinoma (LHCC) remains poor, characterized by low 5-year survival rates (3–7).
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