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Original research
Pretreatment CT-based machine learning radiomics model predicts response in unresectable hepatocellular carcinoma treated with lenvatinib plus PD-1 inhibitors and interventional therapy

Authors

  • Yonglin Hua Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Zhixian Sun Breast Disease Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China4Laboratory of General Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, ChinaBreast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Yuxin Xiao Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Huilong Li Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Xiaowu Ma Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Xuan Luo Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Wenliang Tan Department of Hepatobiliary and Pancreatic Surgery, Zhuzhou Hospital Affiliated to Central South University Xiangya School of Medicine, Zhuzhou, Hunan, China PubMed articlesGoogle scholar articles
  • Zhiqin Xie Department of Hepatobiliary and Pancreatic Surgery, Zhuzhou Hospital Affiliated to Central South University Xiangya School of Medicine, Zhuzhou, Hunan, China PubMed articlesGoogle scholar articles
  • Ziyu Zhang Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Chenwei Tang Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Hongkai Zhuang Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Weikai Xu Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Haihong Zhu Department of General Surgery, Qinghai Provincial People’s Hospital, Xining, Qinghai, China PubMed articlesGoogle scholar articles
  • Yajin Chen Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  • Changzhen Shang Department of Hepatobiliary Surgery, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong, ChinaGuangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Changzhen Shang; shchzh2{at}mail.sysu.edu.cn; Dr Yajin Chen; chenyaj{at}mail.sysu.edu.cn; Dr Haihong Zhu; zhuhaihong1214{at}126.com
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Citation

Hua Y, Sun Z, Xiao Y, et al
Pretreatment CT-based machine learning radiomics model predicts response in unresectable hepatocellular carcinoma treated with lenvatinib plus PD-1 inhibitors and interventional therapy

Publication history

  • Accepted June 25, 2024
  • First published July 18, 2024.
Online issue publication 
July 18, 2024
  • Supplementary Data

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