Radiomic features from multiparametric magnetic resonance imaging predict molecular subgroups of pediatric low-grade gliomas

被引：0
作者：
Zhen Liu
Xuanke Hong
Linglong Wang
Zeyu Ma
Fangzhan Guan
Weiwei Wang
Yuning Qiu
Xueping Zhang
Wenchao Duan
Minkai Wang
Chen Sun
Yuanshen Zhao
Jingxian Duan
Qiuchang Sun
Lin Liu
Lei Ding
Yuchen Ji
Dongming Yan
Xianzhi Liu
Jingliang Cheng
Zhenyu Zhang
Zhi-Cheng Li
Jing Yan
机构：
[1] The First Affiliated Hospital of Zhengzhou University,Department of Neurosurgery
[2] Yanjing Medical College of Capital Medical University,Department of Pathology
[3] The First Affiliated Hospital of Zhengzhou University,Department of MRI
[4] The First Affiliated Hospital of Zhengzhou University,Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology
[5] Chinese Academy of Sciences,undefined
[6] University of Chinese Academy of Sciences,undefined
[7] China-Japan Union Hospital of Jilin University,undefined
[8] Shenzhen United Imaging Research Institute of Innovative Medical Equipment,undefined
来源：
BMC Cancer | / 23卷
关键词：
Pediatric low-grade glioma; Magnetic resonance imaging; Radiomics; Machine learning; fusion;
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
  • [31] Radiomic Features From Multi-Parameter MRI Combined With Clinical Parameters Predict Molecular Subgroups in Patients With Medulloblastoma
    Yan, Jing
    Liu, Lei
    Wang, Weiwei
    Zhao, Yuanshen
    Li, Kay Ka-Wai
    Li, Ke
    Wang, Li
    Yuan, Binke
    Geng, Haiyang
    Zhang, Shenghai
    Liu, Zhen
    Duan, Wenchao
    Zhan, Yunbo
    Pei, Dongling
    Zhao, Haibiao
    Sun, Tao
    Sun, Chen
    Wang, Wenqing
    Hong, Xuanke
    Wang, Xiangxiang
    Guo, Yu
    Li, Wencai
    Cheng, Jingliang
    Liu, Xianzhi
    Ng, Ho-Keung
    Li, Zhicheng
    Zhang, Zhenyu
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [32] Functional magnetic resonance imaging of cortical changes in a low-grade glioma patient
    Sveljo, Olivera
    Koprivsek, Katarina
    Lucic, Milos A.
    Minic, Ljubodrag
    VOJNOSANITETSKI PREGLED, 2010, 67 (11) : 941 - 944
  • [33] Unlocking the power of precision medicine for pediatric low-grade gliomas: molecular characterization for targeted therapies with enhanced safety and efficacy
    Cipri, Selene
    Del Baldo, Giada
    Fabozzi, Francesco
    Boccuto, Luigi
    Carai, Andrea
    Mastronuzzi, Angela
    FRONTIERS IN ONCOLOGY, 2023, 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] Multiparametric magnetic resonance imaging for the differentiation of low and high grade clear cell renal carcinoma
    F. Cornelis
    E. Tricaud
    A. S. Lasserre
    F. Petitpierre
    J. C. Bernhard
    Y. Le Bras
    M. Yacoub
    M. Bouzgarrou
    A. Ravaud
    N. Grenier
    European Radiology, 2015, 25 : 24 - 31
  • [36] Multiparametric magnetic resonance imaging for the differentiation of low and high grade clear cell renal carcinoma
    Cornelis, F.
    Tricaud, E.
    Lasserre, A. S.
    Petitpierre, F.
    Bernhard, J. C.
    Le Bras, Y.
    Yacoub, M.
    Bouzgarrou, M.
    Ravaud, A.
    Grenier, N.
    EUROPEAN RADIOLOGY, 2015, 25 (01) : 24 - 31
  • [37] Conventional chemotherapy and perspectives for molecular-based oncological treatment in pediatric hemispheric low-grade gliomas
    María Baro Fernández
    Vanesa Pérez Alonso
    Child's Nervous System, 2016, 32 : 1939 - 1945
  • [38] Identifying biomarkers associated with tumor growth rate: a longitudinal preoperative magnetic resonance imaging follow-up of low-grade gliomas
    Liu, Yukun
    Fan, Ziwen
    Li, Shaowu
    Liu, Xing
    Jiang, Tao
    Wang, Yinyan
    Wang, Lei
    ANNALS OF TRANSLATIONAL MEDICINE, 2022,
  • [39] Conventional chemotherapy and perspectives for molecular-based oncological treatment in pediatric hemispheric low-grade gliomas
    Baro Fernandez, Maria
    Perez Alonso, Vanesa
    CHILDS NERVOUS SYSTEM, 2016, 32 (10) : 1939 - 1945
  • [40] Classification of 1p/19q Status in Low-Grade Gliomas: Experiments with Radiomic Features and Ensemble- Based Machine Learning Methods
    Medeiros, Tony Alexandre
    Saraiva, Raimundo Guimaraes
    Cassia, Guilherme de Souza
    Nascimento, Francisco Assis de Oliveira
    Carvalho, Joao Luiz Azevedo de
    BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY, 2023, 66
12345