A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication

被引:0
|
作者
Jingwei Wei
Guoqiang Yang
Xiaohan Hao
Dongsheng Gu
Yan Tan
Xiaochun Wang
Di Dong
Shuaitong Zhang
Le Wang
Hui Zhang
Jie Tian
机构
[1] Chinese Academy of Sciences,Key Laboratory of Molecular Imaging, Institute of Automation
[2] Beijing Key Laboratory of Molecular Imaging,Department of Radiology, First Clinical Medical College
[3] University of Chinese Academy of Sciences,undefined
[4] Shanxi Medical University,undefined
来源
European Radiology | 2019年 / 29卷
关键词
Astrocytoma; Methylation; Prognosis; Diagnostic imaging; ROC curve;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:877 / 888
页数:11
相关论文
共 50 条
  • [31] Multiparametric MRI-Based Radiomics Signature with Machine Learning for Preoperative Prediction of Prognosis Stratification in Pediatric Medulloblastoma
    Luo, Yi
    Zhuang, Yijiang
    Zhang, Siqi
    Wang, Jingsheng
    Teng, Songyu
    Zeng, Hongwu
    ACADEMIC RADIOLOGY, 2024, 31 (04) : 1629 - 1642
  • [32] A pilot study of radiomics signature based on biparametric MRI for preoperative prediction of extrathyroidal extension in papillary thyroid carcinoma
    He, Junlin
    Zhang, Heng
    Wang, Xian
    Sun, Zongqiong
    Ge, Yuxi
    Wang, Kang
    Yu, Chunjing
    Deng, Zhaohong
    Feng, Jianxin
    Xu, Xin
    Hu, Shudong
    JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2021, 29 (01) : 171 - 183
  • [33] Letter to the editor regarding “radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma”
    Yong Xie
    Jian Wang
    Yinghua Zou
    La radiologia medica, 2024, 129 : 817 - 817
  • [34] Letter to the editor regarding "radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma"
    Xie, Yong
    Wang, Jian
    Zou, Yinghua
    RADIOLOGIA MEDICA, 2024, 129 (05): : 817 - 817
  • [35] Clinical development of MRI-based multi-sequence multi-regional radiomics model to predict lymph node metastasis in rectal cancer
    Meng, Yao
    Ai, Qi
    Hu, Yue
    Han, Haojie
    Song, Chunming
    Yuan, Guangou
    Hou, Xueyan
    Weng, Wencai
    ABDOMINAL RADIOLOGY, 2024, 49 (06) : 1805 - 1815
  • [36] A combinatorial MRI sequence-based radiomics model for preoperative prediction of microsatellite instability status in rectal cancer
    Xing, Xiaowei
    Li, Dongxue
    Peng, Jiaxuan
    Shu, Zhenyu
    Zhang, Yang
    Song, Qiaowei
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [37] Response to the letter to the editor on the article: radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma
    Qing Wang
    Xianling Qian
    Xijuan Ma
    Baoxin Qian
    Xin Lu
    Yibing Shi
    La radiologia medica, 2024, 129 : 818 - 821
  • [38] Response to the letter to the editor on the article: radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma
    Wang, Qing
    Qian, Xianling
    Ma, Xijuan
    Qian, Baoxin
    Lu, Xin
    Shi, Yibing
    RADIOLOGIA MEDICA, 2024, 129 (05): : 818 - 821
  • [39] A novel preoperative MRI-based radiomics nomogram outperforms traditional models for prognostic prediction in pancreatic ductal adenocarcinoma
    Qiu, Hui
    Xu, Muchen
    Wang, Yan
    Wen, Xin
    Chen, Xueting
    Liu, Wanming
    Zhang, Nie
    Ding, Xin
    Zhang, Longzhen
    AMERICAN JOURNAL OF CANCER RESEARCH, 2022, 12 (05): : 2032 - +
  • [40] Multi-parametric MRI-based radiomics for preoperative prediction of multiple biological characteristics in endometrial cancer
    Ma, Changjun
    Zhao, Ying
    Song, Qingling
    Meng, Xing
    Xu, Qihao
    Tian, Shifeng
    Chen, Lihua
    Wang, Nan
    Song, Qingwei
    Lin, Liangjie
    Wang, Jiazheng
    Liu, Ailian
    FRONTIERS IN ONCOLOGY, 2023, 13