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
  • [1] Multiregional radiomics features from multiparametric MRI for prediction of MGMT methylation status in glioblastoma multiforme: A multicentre study
    Li, Zhi-Cheng
    Bai, Hongmin
    Sun, Qiuchang
    Li, Qihua
    Liu, Lei
    Zou, Yan
    Chen, Yinsheng
    Liang, Chaofeng
    Zheng, Hairong
    EUROPEAN RADIOLOGY, 2018, 28 (09) : 3640 - 3650
  • [2] MULTIREGIONAL RADIOMICS PROFILING FROM MULTIPARAMETRIC MRI: IDENTIFYING AN IMAGING PREDICTOR OF IDH1 MUTATION STATUS IN GLIOBLASTOMA MULTIFORME
    Chen, Yin-sheng
    Chen, Zhong-ping
    Li, Zhicheng
    Bai, Hongmin
    Liang, Chaofeng
    NEURO-ONCOLOGY, 2018, 20 : 178 - 178
  • [3] Prediction of MGMT Methylation Status of Glioblastoma Using Radiomics and Latent Space Shape Features
    Palsson, Sveinn
    Cerri, Stefano
    Van Leemput, Koen
    BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2021, PT II, 2022, 12963 : 222 - 231
  • [4] Multiregional Radiomics Phenotypes at MR Imaging Predict MGMT Promoter Methylation in Glioblastoma
    Li, Zhi-Cheng
    Chen, Yinsheng
    Sun, Qiuchang
    Li, Qihua
    Liu, Lei
    Luo, Ronghui
    Bai, Hongmin
    Liang, Chaofeng
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 1, 2019, 68 (01): : 143 - 146
  • [5] Multiregional radiomics profiling from multiparametric MRI: Identifying an imaging predictor of IDH1 mutation status in glioblastoma
    Li, Zhi-Cheng
    Bai, Hongmin
    Sun, Qiuchang
    Zhao, Yuanshen
    Lv, Yanchun
    Zhou, Jian
    Liang, Chaofeng
    Chen, Yinsheng
    Liang, Dong
    Zheng, Hairong
    CANCER MEDICINE, 2018, 7 (12): : 5999 - 6009
  • [6] Radiomics signature: A potential biomarker for the prediction of MGMT promoter methylation in glioblastoma
    Xi, Yi-bin
    Guo, Fan
    Xu, Zi-liang
    Li, Chen
    Wei, Wei
    Tian, Ping
    Liu, Ting-ting
    Liu, Lin
    Chen, Gang
    Ye, Jing
    Cheng, Guang
    Cui, Long-biao
    Zhang, Hong-juan
    Qin, Wei
    Yin, Hong
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 47 (05) : 1380 - 1387
  • [7] Fusion Radiomics Features from Conventional MRI Predict MGMT Promoter Methylation Status in Lower Grade Gliomas
    Jiang, Chendan
    Kong, Ziren
    Liu, Sirui
    Feng, Shi
    Zhang, Yiwei
    Zhu, Ruizhe
    Chen, Wenlin
    Wang, Yuekun
    Lyu, Yuelei
    You, Hui
    Zhao, Dachun
    Wang, Renzhi
    Wang, Yu
    Ma, Wenbin
    Feng, Feng
    EUROPEAN JOURNAL OF RADIOLOGY, 2019, 121
  • [8] Radiomics for predicting MGMT status in cerebral glioblastoma: comparison of different MRI sequences
    Zheng, Fei
    Zhang, Lingling
    Chen, Hongyan
    Zang, Yuying
    Chen, Xuzhu
    Li, Yiming
    JOURNAL OF RADIATION RESEARCH, 2024, 65 (03) : 350 - 359
  • [9] Integrating Deep Transfer Learning and Radiomics Features in Glioblastoma Multiforme Patient Survival Prediction
    Han, Wei
    Qin, Lei
    Bay, Camden
    Chen, Xin
    Yu, Kun-Hsing
    Li, Angie
    Xu, Xiaoyin
    Young, Geoffrey S.
    MEDICAL IMAGING 2020: IMAGE PROCESSING, 2021, 11313
  • [10] MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas
    Korfiatis, Panagiotis
    Kline, Timothy L.
    Coufalova, Lucie
    Lachance, Daniel H.
    Parney, Ian F.
    Carter, Rickey E.
    Buckner, Jan C.
    Erickson, Bradley J.
    MEDICAL PHYSICS, 2016, 43 (06) : 2835 - 2844