BENCHMARKING MULTI-LABEL PREDICTION OF TARGET GENE MUTATION STATUS IN GLIOBLASTOMA USING RADIOGENOMICS AND MULTI-PARAMETRIC MR IMAGING

被引:0
|
作者
Yu, Fanyang [1 ]
Guo, Jun [1 ]
Kazerooni, Anahita Fathi [1 ]
Akbari, Hamed [1 ]
Toorens, Erik [1 ]
Sako, Chiharu [1 ]
Mamourian, Elizabeth [1 ]
Bagley, Stephen J. [1 ]
Binder, Zev [1 ]
Lustig, Robert A. [1 ]
Brem, Steven [1 ]
O'Rourke, Donald M. [1 ]
Ganguly, Tapan [1 ]
Bakas, Spyridon [1 ]
Nasrallah, MacLean P. [1 ]
Chaudhari, Pratik [1 ]
Davatzikos, Christos [1 ]
机构
[1] Univ Penn, Philadelphia, PA 19104 USA
关键词
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
NIMG-39
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Probability map prediction of relapse areas in glioblastoma patients using multi-parametric MR
    Laruelo, A.
    Dolz, J.
    Ken, S.
    Chaari, L.
    Vermandel, M.
    Massoptier, L.
    Laprie, A.
    RADIOTHERAPY AND ONCOLOGY, 2016, 119 : S226 - S227
  • [2] Radiogenomic analysis of PTEN mutation in glioblastoma using preoperative multi-parametric magnetic resonance imaging
    Yiming Li
    Yuchao Liang
    Zhiyan Sun
    Kaibin Xu
    Xing Fan
    Shaowu Li
    Zhong Zhang
    Tao Jiang
    Xing Liu
    Yinyan Wang
    Neuroradiology, 2019, 61 : 1229 - 1237
  • [3] Radiogenomic analysis of PTEN mutation in glioblastoma using preoperative multi-parametric magnetic resonance imaging
    Li, Yiming
    Liang, Yuchao
    Sun, Zhiyan
    Xu, Kaibin
    Fan, Xing
    Li, Shaowu
    Zhang, Zhong
    Jiang, Tao
    Liu, Xing
    Wang, Yinyan
    NEURORADIOLOGY, 2019, 61 (11) : 1229 - 1237
  • [4] Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma
    Xu, Kaixin
    Zhao, Ziyuan
    Gu, Jiapan
    Zeng, Zeng
    Ying, Chan Wan
    Choon, Lim Kheng
    Hua, Thng Choon
    Chow, Pierce K. H.
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 6095 - 6098
  • [5] Hierarchical Multi-Label Gene Function Prediction using Adaptive Mutation in Crowding Niching
    Kordmahalleh, Mina Moradi
    Homaifar, Abdollah
    Kc, Dukka B.
    2013 IEEE 13TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE), 2013,
  • [6] MULTI-parametric MR imaging with fLEXible design (MULTIPLEX)
    Ye, Yongquan
    Lyu, Jingyuan
    Hu, Yichen
    Zhang, Zhongqi
    Xu, Jian
    Zhang, Weiguo
    MAGNETIC RESONANCE IN MEDICINE, 2022, 87 (02) : 658 - 673
  • [7] Prediction of Glioblastoma Multiform Response to Bevacizumab Treatment Using Multi-Parametric MRI
    Najafi, Mohammad
    Soltanian-Zadeh, Hamid
    Jafari-Khouzani, Kourosh
    Scarpace, Lisa
    Mikkelsen, Tom
    PLOS ONE, 2012, 7 (01):
  • [8] Hierarchical multi-label prediction of gene function
    Barutcuoglu, Z
    Schapire, RE
    Troyanskaya, OG
    BIOINFORMATICS, 2006, 22 (07) : 830 - 836
  • [9] Deep learning tumor segmentation for target delineation in glioblastoma using multi-parametric MRI
    Hannisdal, M.
    Goplen, D.
    Alam, S.
    Haasz, J.
    Oltedal, L.
    Rahman, M. A.
    Rygh, C. B.
    Lie, S. A.
    Lundervold, A.
    Chekenya, M.
    RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S251 - S252