Multiregional radiomics features from multiparametric MRI for prediction of MGMT methylation status in glioblastoma multiforme: A multicentre study

被引:0
|
作者
Zhi-Cheng Li
Hongmin Bai
Qiuchang Sun
Qihua Li
Lei Liu
Yan Zou
Yinsheng Chen
Chaofeng Liang
Hairong Zheng
机构
[1] Chinese Academy of Sciences,Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology
[2] Guangzhou General Hospital of Guangzhou Military Command,Department of Neurosurgery
[3] The 3rd Affiliated Hospital of Sun Yat-sen University,Department of Radiology
[4] Collaborative Innovation Center for Cancer Medicine,Department of Neurosurgery/Neuro
[5] The 3rd Affiliated Hospital of Sun Yat-sen University,oncology, Sun Yat
来源
European Radiology | 2018年 / 28卷
关键词
Radiomics; MGMT methylation; Imaging biomarker; Glioblastoma multiforme; Imaging genomics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3640 / 3650
页数:10
相关论文
共 50 条
  • [31] Prediction of prognosis in glioblastoma with radiomics features extracted by synthetic MRI images using cycle-consistent GAN
    Yoshimura, Hisanori
    Kawahara, Daisuke
    Saito, Akito
    Ozawa, Shuichi
    Nagata, Yasushi
    PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, 2024, 47 (03) : 1227 - 1243
  • [32] Prediction of Clinically Significant Cancer Using Radiomics Features of Pre-Biopsy of Multiparametric MRI in Men Suspected of Prostate Cancer
    Ogbonnaya, Chidozie N.
    Zhang, Xinyu
    Alsaedi, Basim S. O.
    Pratt, Norman
    Zhang, Yilong
    Johnston, Lisa
    Nabi, Ghulam
    CANCERS, 2021, 13 (24)
  • [33] Non-Invasive Prediction of Survival Time of Midline Glioma Patients Using Machine Learning on Multiparametric MRI Radiomics Features
    Deng, Da-Biao
    Liao, Yu-Ting
    Zhou, Jiang-Fen
    Cheng, Li-Na
    He, Peng
    Wu, Sheng-Nan
    Wang, Wen-Sheng
    Zhou, Quan
    FRONTIERS IN NEUROLOGY, 2022, 13
  • [34] Radiomics and Qualitative Features From Multiparametric MRI Predict Molecular Subtypes in Patients With Lower-Grade Glioma
    Sun, Chen
    Fan, Liyuan
    Wang, Wenqing
    Wang, Weiwei
    Liu, Lei
    Duan, Wenchao
    Pei, Dongling
    Zhan, Yunbo
    Zhao, Haibiao
    Sun, Tao
    Liu, Zhen
    Hong, Xuanke
    Wang, Xiangxiang
    Guo, Yu
    Li, Wencai
    Cheng, Jingliang
    Li, Zhicheng
    Liu, Xianzhi
    Zhang, Zhenyu
    Yan, Jing
    FRONTIERS IN ONCOLOGY, 2022, 11
  • [35] Noninvasive O6 Methylguanine-DNA Methyltransferase Status Prediction in Glioblastoma Multiforme Cancer Using Magnetic Resonance Imaging Radiomics Features: Univariate and Multivariate Radiogenomics Analysis
    Hajianfar, Ghasem
    Shiri, Isaac
    Maleki, Hassan
    Oveisi, Niki
    Haghparast, Abbas
    Abdollahi, Hamid
    Oveisi, Mehrdad
    WORLD NEUROSURGERY, 2019, 132 : E140 - E161
  • [36] Radiomics analysis of intratumoral and different peritumoral regions from multiparametric MRI for evaluating HER2 status of breast cancer: A comparative study
    Zhou, Jing
    Yu, Xuan
    Wu, Qingxia
    Wu, Yaping
    Fu, Cong
    Wang, Yunxia
    Hai, Menglu
    Tan, Hongna
    Wang, Meiyun
    HELIYON, 2024, 10 (07)
  • [37] Multiparameter MRI-based radiomics nomogram for preoperative prediction of brain invasion in atypical meningioma:a multicentre study
    Yu, Jinna
    Kong, Xin
    Xie, Dong
    Zheng, Fei
    Wang, Chao
    Shi, Dan
    He, Cong
    Liang, Xiaohong
    Xu, Hongwei
    Li, Shouwei
    Chen, Xuzhu
    BMC MEDICAL IMAGING, 2024, 24 (01):
  • [38] Prediction of Glioma Grade Using Intratumoral and Peritumoral Radiomic Features From Multiparametric MRI Images
    Cheng, Jianhong
    Liu, Jin
    Yue, Hailin
    Bai, Harrison
    Pan, Yi
    Wang, Jianxin
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 19 (02) : 1084 - 1095
  • [39] A radiomics model for preoperative prediction of brain invasion in meningioma non-invasively based on MRI: A multicentre study
    Zhang, Jing
    Yao, Kuan
    Liu, Panpan
    Liu, Zhenyu
    Han, Tao
    Zhao, Zhiyong
    Cao, Yuntai
    Zhang, Guojin
    Zhang, Junting
    Tian, Jie
    Zhou, Junlin
    EBIOMEDICINE, 2020, 58
  • [40] Establishment of a Prediction Model Based on Preoperative MRI Radiomics for Diffuse Astrocytic Glioma, IDH-Wildtype, with Molecular Features of Glioblastoma
    Du, Peng
    Wu, Xuefan
    Liu, Xiao
    Chen, Jiawei
    Cao, Aihong
    Geng, Daoying
    CANCERS, 2023, 15 (20)