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Supporting Materials

Relationship between MR Imaging Features, Gene Expression Subtype, and Histopathologic Features of Glioblastomas
Hwang SN, Clifford R, Huang E, Hammoud D, Jilwan M, Raghavan P, Wintermark M, Gutman DA, Moreno C, Cooper L, Freymann J, Kirby J, Krishnan A, Dehkharghani S, Jaffe C, Saltz JH, Flanders A, Brat DJ, Holder CA

Associations Between MR Imaging and Genomic Features of Glioblastomas
Hwang SN, Holder CA Huang E, Clifford R, Hammoud D, Raghavan P, Jilwan M, Wintermark M, Gutman DA, Cooper L, Moreno C, Kirby J, Freymann J, Dehkharghani S, Krishnan A, Jaffe C, Flanders A, Saltz JH, Brat DJ

A Methodology for Multi-reader Assessment of MR Imaging Features of Gliomas in Clinical Trials
Flanders, A. Huang E, Wintermark M, Hammoud D, Jilwan, M. Raghaven, Holder C, Hwang S, Clifford R, Freymann J, Kirby J, Jaffe C C

Prediction of Glioblastoma Multiforme (GBM) Patient Survival Using MRI Image Features and Gene Expression
Nicolasjilwan M, Clifford R, Raghavan P, Wintermark M, Hammoud D, Huang E, Jaffe C, Freymann J, Kirby J, Buetow K, Huang S, Holder C

Data Providers

We would like to thank the following institutions for contributing images to the TCGA-GBM collection utilized in this research project:

  • Henry Ford
  • UCSF
  • MDACC
  • Emory