A radiomics model fusing clinical features to predict microsatellite status preoperatively in colorectal cancer liver metastasis

被引:0
|
作者
Xuehu Wang
Ziqi Liu
Xiaoping Yin
Chang Yang
Jushuo Zhang
机构
[1] Hebei University,College of Electronic and Information Engineering
[2] Research Center of Machine Vision Engineering & Technology of Hebei Province,undefined
[3] Key Laboratory of Digital Medical Engineering of Hebei Province,undefined
[4] Affiliated Hospital of Hebei University,undefined
来源
关键词
Radiomics; Logistic regression; Liver metastasis of colorectal cancer; Nomogram; Microsatellite instability;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] A radiomics model fusing clinical features to predict microsatellite status preoperatively in colorectal cancer liver metastasis
    Wang, Xuehu
    Liu, Ziqi
    Yin, Xiaoping
    Yang, Chang
    Zhang, Jushuo
    BMC GASTROENTEROLOGY, 2023, 23 (01)
  • [2] Computed Tomography-Based Radiomics Model to Preoperatively Predict Microsatellite Instability Status in Colorectal Cancer: A Multicenter Study
    Li, Zhi
    Zhong, Qi
    Zhang, Liang
    Wang, Minhong
    Xiao, Wenbo
    Cui, Feng
    Yu, Fang
    Huang, Chencui
    Feng, Zhan
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [3] The Efficiency of the CT Radiomics Model in Assessing the Microsatellite Instability of Colorectal Cancer Liver Metastasis
    Wang, Yun
    Ma, Luyao
    Guo, Haifeng
    Wang, Xuehua
    Ye, Zhaoxiang
    Fan, Shuxuan
    Gao, Bulang
    Yin, Xiao-ping
    CURRENT MEDICAL IMAGING, 2024, 20
  • [4] Assessment of Primary Colorectal Cancer CT Radiomics to Predict Metachronous Liver Metastasis
    Li, Yue
    Gong, Jing
    Shen, Xigang
    Li, Menglei
    Zhang, Huan
    Feng, Feng
    Tong, Tong
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [5] Multiple Level CT Radiomics Features Preoperatively Predict Lymph Node Metastasis in Esophageal Cancer: A Multicentre Retrospective Study
    Wu, Lei
    Yang, Xiaojun
    Cao, Wuteng
    Zhao, Ke
    Li, Wenli
    Ye, Weitao
    Chen, Xin
    Zhou, Zhiyang
    Liu, Zaiyi
    Liang, Changhong
    FRONTIERS IN ONCOLOGY, 2020, 9
  • [6] Radiomics and Radiogenomics in Evaluation of Colorectal Cancer Liver Metastasis
    Wang, Yun
    Ma, Lu-Yao
    Yin, Xiao-Ping
    Gao, Bu-Lang
    FRONTIERS IN ONCOLOGY, 2022, 11
  • [7] A Model of Primary Culture of Colorectal Cancer and Liver Metastasis to Predict Chemosensitivity
    Brouquet, Antoine
    Taleb, Philippe
    Lot, Anne-Sophie
    Beauchet, Alain
    Julie, Catherine
    Prevost, Gregoire
    Nordlinger, Bernard
    Penna, Christophe
    JOURNAL OF SURGICAL RESEARCH, 2011, 166 (02) : 247 - 254
  • [8] Radiomics features based on internal and marginal areas of the tumor for the preoperative prediction of microsatellite instability status in colorectal cancer
    Ma, Yi
    Lin, Changsong
    Liu, Song
    Wei, Ying
    Ji, Changfeng
    Shi, Feng
    Lin, Fan
    Zhou, Zhengyang
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [9] Preoperative prediction of peritoneal metastasis in colorectal cancer using a clinical-radiomics model
    Li, Menglei
    Sun, Kai
    Dai, Weixing
    Xiang, Wenqiang
    Zhang, Zhaohe
    Zhang, Rui
    Wang, Renjie
    Li, Qingguo
    Mo, Shaobo
    Han, Lingyu
    Tong, Tong
    Liu, Zhenyu
    Tian, Jie
    Cai, Guoxiang
    EUROPEAN JOURNAL OF RADIOLOGY, 2020, 132
  • [10] Clinical features and prognosis in hepatectomy for colorectal cancer with centrally located liver metastasis
    Kuo, I-Ming
    Huang, Song-Fong
    Chiang, Jy-Ming
    Yeh, Chien-Yuh
    Chan, Kun-Ming
    Chen, Jinn-Shiun
    Yu, Ming-Chin
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2015, 13