SUBTYPING GLIOBLASTOMA FROM JOINT CLUSTERING OF IMAGING AND GENOMIC DATA

被引:0
|
作者
Guo, Jun [1 ]
Fathi-Kazerooni, Anahita [2 ]
Toorens, Erik [1 ]
Akbari, Hamed [3 ]
Yu, Fanyang [1 ]
Matsumoto, Yuji [1 ]
Sako, Chiharu [1 ]
Mamourian, Elizabeth [1 ]
Shinohara, Russell [1 ]
Koumenis, Constantinos [1 ]
Verginadis, Ioannis [1 ]
Bagley, Stephen [1 ]
Morrissette, Jennifer [1 ]
Binder, Zev [1 ]
Brem, Steven [1 ]
Mohan, Suyash [1 ]
Lustig, Robert [1 ]
O'Rourke, Donald [1 ]
Ganguly, Tapan [1 ]
Bakas, Spyridon [4 ]
Aboian, Mariam [2 ]
Nasrallah, Maclean [1 ]
Davatzikos, Christos [1 ]
机构
[1] Univ Penn, Philadelphia, PA USA
[2] Childrens Hosp Philadelphia, Philadelphia, PA USA
[3] Santa Clara Univ, Santa Clara, CA USA
[4] Indiana Univ, Indianapolis, IN USA
关键词
D O I
10.1093/neuonc/noae165.0824
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
NOAE165.08
引用
收藏
页数:1
相关论文
共 50 条
  • [1] JOINT LEARNING OF IMAGING AND GENOMIC DATA REVEALS DISTINCT GLIOBLASTOMA SUBTYPES
    Guo, Jun
    Kazerooni, Anahita Fathi
    Akbari, Hamed
    Toorens, Erik
    Sako, Chiharu
    Mamourian, Elizabeth
    Koumenis, Constantinos
    Bagley, Stephen
    Binder, Zev A.
    Lustig, Robert
    O'Rourke, Donald
    Ganguly, Tapan
    Bakas, Spyridon
    Nasrallah, MacLean
    Davatzikos, Christos
    NEURO-ONCOLOGY, 2022, 24 : 171 - 171
  • [2] Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach
    Jun Guo
    Anahita Fathi Kazerooni
    Erik Toorens
    Hamed Akbari
    Fanyang Yu
    Chiharu Sako
    Elizabeth Mamourian
    Russell T. Shinohara
    Constantinos Koumenis
    Stephen J. Bagley
    Jennifer J. D. Morrissette
    Zev A. Binder
    Steven Brem
    Suyash Mohan
    Robert A. Lustig
    Donald M. O’Rourke
    Tapan Ganguly
    Spyridon Bakas
    MacLean P. Nasrallah
    Christos Davatzikos
    Scientific Reports, 14
  • [3] Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach
    Guo, Jun
    Fathi Kazerooni, Anahita
    Toorens, Erik
    Akbari, Hamed
    Yu, Fanyang
    Sako, Chiharu
    Mamourian, Elizabeth
    Shinohara, Russell T.
    Koumenis, Constantinos
    Bagley, Stephen J.
    Morrissette, Jennifer J. D.
    Binder, Zev A.
    Brem, Steven
    Mohan, Suyash
    Lustig, Robert A.
    O'Rourke, Donald M.
    Ganguly, Tapan
    Bakas, Spyridon
    Nasrallah, MacLean P.
    Davatzikos, Christos
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [4] Joint co-clustering: Co-clustering of genomic and clinical bioimaging data
    Ficarra, Elisa
    De Micheli, Giovanni
    Yoon, Sungroh
    Benini, Luca
    Macii, Enrico
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 55 (05) : 938 - 949
  • [5] Imaging Genomic Mapping in Glioblastoma
    Zinn, Pascal O.
    Colen, Rivka R.
    NEUROSURGERY, 2013, 60 : 126 - 130
  • [6] JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data
    Filipovych, Roman
    Resnick, Susan M.
    Davatzikos, Christos
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2012, 31 (05) : 1124 - 1140
  • [7] Genomic Predictors of Imaging Response and Survival in Glioblastoma
    Soike, M.
    McTyre, E.
    Holmes, J. A.
    Paulsson, A. K.
    Miller, L.
    Lesser, G. J.
    Strowd, R. E.
    Johnson, A.
    Lo, H. W.
    Laxton, A. W.
    Tatter, S. B.
    Debinski, W.
    Chan, M. D.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016, 96 (02): : E121 - E122
  • [8] Interactive data analysis and clustering of genomic data
    Ciaramella, A.
    Cocozza, S.
    Iorio, F.
    Miele, G.
    Napolitano, F.
    Pinelli, M.
    Raiconi, G.
    Tagliaferri, R.
    NEURAL NETWORKS, 2008, 21 (2-3) : 368 - 378
  • [9] Subtyping Individuals with Facial and Genomic Data Views in the Presence of Confounders
    Li, Zuqi
    Van Steen, Kristel
    Claes, Peter
    Shriver, Mark
    Weinberg, Seth
    Walsh, Susan
    GENETIC EPIDEMIOLOGY, 2021, 45 (07) : 768 - 769
  • [10] Subtyping children with asthma by clustering analysis of mRNA expression data
    Wang, Ting
    He, Changhui
    Hu, Ming
    Wu, Honghua
    Ou, Shuteng
    Li, Yuke
    Fan, Chuping
    FRONTIERS IN GENETICS, 2022, 13