Preoperative classification of primary and metastatic liver cancer via machine learning-based ultrasound radiomics

被引：2
|
作者：
Bing Mao
Jingdong Ma
Shaobo Duan
Yuwei Xia
Yaru Tao
Lianzhong Zhang
机构：
[1] Henan Provincial People’s Hospital,School of Medicine and Health Management
[2] Zhengzhou University People’s Hospital,undefined
[3] Henan University People’s Hospital,undefined
[4] Huazhong University of Science and Technology,undefined
[5] Huiying Medical Technology (Beijing) Co.,undefined
[6] Ltd,undefined
[7] Zhengzhou University,undefined
来源：
European Radiology | 2021年 / 31卷
关键词：
Ultrasonography; Machine learning; Liver neoplasms; Radiomics;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：4576 / 4586
页数：10
相关论文
共 50 条
  • [1] Preoperative classification of primary and metastatic liver cancer via machine learning-based ultrasound radiomics
    Mao, Bing
    Ma, Jingdong
    Duan, Shaobo
    Xia, Yuwei
    Tao, Yaru
    Zhang, Lianzhong
    EUROPEAN RADIOLOGY, 2021, 31 (07) : 4576 - 4586
  • [2] Preoperative Prediction of Meningioma Consistency via Machine Learning-Based Radiomics
    Zhai, Yixuan
    Song, Dixiang
    Yang, Fengdong
    Wang, Yiming
    Jia, Xin
    Wei, Shuxin
    Mao, Wenbin
    Xue, Yake
    Wei, Xinting
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [3] Machine learning-based radiomics analysis of preoperative functional liver reserve with MRI and CT image
    Ling Zhu
    Feifei Wang
    Xue Chen
    Qian Dong
    Nan Xia
    Jingjing Chen
    Zheng Li
    Chengzhan Zhu
    BMC Medical Imaging, 23
  • [4] Machine learning-based radiomics analysis of preoperative functional liver reserve with MRI and CT image
    Zhu, Ling
    Wang, Feifei
    Chen, Xue
    Dong, Qian
    Xia, Nan
    Chen, Jingjing
    Li, Zheng
    Zhu, Chengzhan
    BMC MEDICAL IMAGING, 2023, 23 (01)
  • [5] Machine Learning-Based Analysis of MR Multiparametric Radiomics for the Subtype Classification of Breast Cancer
    Xie, Tianwen
    Wang, Zhe
    Zhao, Qiufeng
    Bai, Qianming
    Zhou, Xiaoyan
    Gu, Yajia
    Peng, Weijun
    Wang, He
    FRONTIERS IN ONCOLOGY, 2019, 9
  • [6] Preoperative prediction for pathological grade of hepatocellular carcinoma via machine learning-based radiomics
    Mao, Bing
    Zhang, Lianzhong
    Ning, Peigang
    Ding, Feng
    Wu, Fatian
    Lu, Gary
    Geng, Yayuan
    Ma, Jingdong
    EUROPEAN RADIOLOGY, 2020, 30 (12) : 6924 - 6932
  • [7] Machine learning-based radiomics for preoperative prediction of microvascular invasion in hepatocellular carcinoma
    Xiong, L.
    Peng, Y.
    Li, Sh
    Tang, X.
    Zhou, J.
    Gong, L.
    INTERNATIONAL JOURNAL OF RADIATION RESEARCH, 2023, 21 (03): : 383 - 390
  • [8] Machine Learning-based Analysis of Rectal Cancer MRI Radiomics for Prediction of Metachronous Liver Metastasis
    Liang, Meng
    Cai, Zhengting
    Zhang, Hongmei
    Huang, Chencui
    Meng, Yankai
    Zhao, Li
    Li, Dengfeng
    Ma, Xiaohong
    Zhao, Xinming
    ACADEMIC RADIOLOGY, 2019, 26 (11) : 1495 - 1504
  • [9] Preoperative prediction for early recurrence of hepatocellular carcinoma using machine learning-based radiomics
    Mao, Bing
    Ren, Yajun
    Yu, Xuan
    Liang, Xinliang
    Ding, Xiangming
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [10] Machine Learning-Based Analysis of Magnetic Resonance Radiomics for the Classification of Gliosarcoma and Glioblastoma
    Qian, Zenghui
    Zhang, Lingling
    Hu, Jie
    Chen, Shuguang
    Chen, Hongyan
    Shen, Huicong
    Zheng, Fei
    Zang, Yuying
    Chen, Xuzhu
    FRONTIERS IN ONCOLOGY, 2021, 11
12345