Pre-operative MRI radiomics model non-invasively predicts key genomic markers and survival in glioblastoma patients

Radiotherapy plus Concomitant and Adjuvant Temozolomide for Glioblastoma

Roger Stupp, Warren Mason, Martin J. van den Bent et al. · New England Journal of Medicine · 2005 · 21.6K citations · Full text

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The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data

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The Cancer Genome Atlas Pan-Cancer analysis project

John N. Weinstein, Gordon B. Mills, Kenna Shaw et al. · Nature Genetics · 2013 · 9.5K citations · Full text

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Integrated Genomic Analysis Identifies Clinically Relevant Subtypes of Glioblastoma Characterized by Abnormalities in PDGFRA, IDH1, EGFR, and NF1

Roel G.W. Verhaak, Katherine A. Hoadley, Elizabeth Purdom et al. · Cancer Cell · 2010 · 7.7K citations · Full text

Medicine, Molecular Genetics, Oncology +12

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

John Platt · 1999 · 4.9K citations

Computing, Computer Science, Data Mining +12