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Research ArticleAdult Brain
Open Access

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

P. Chang, J. Grinband, B.D. Weinberg, M. Bardis, M. Khy, G. Cadena, M.-Y. Su, S. Cha, C.G. Filippi, D. Bota, P. Baldi, L.M. Poisson, R. Jain and D. Chow
American Journal of Neuroradiology July 2018, 39 (7) 1201-1207; DOI: https://doi.org/10.3174/ajnr.A5667
P. Chang
aFrom the Department of Radiology (P.C., S.C.), University of California, San Francisco, San Francisco, California
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J. Grinband
bDepartment of Radiology (J.G.), Columbia University, New York, New York
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B.D. Weinberg
cDepartment of Radiology (B.D.W.), Emory University School of Medicine, Atlanta, Georgia
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M. Bardis
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
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M. Khy
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
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G. Cadena
eNeurosurgery (G.C.)
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M.-Y. Su
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
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S. Cha
aFrom the Department of Radiology (P.C., S.C.), University of California, San Francisco, San Francisco, California
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C.G. Filippi
hDepartment of Radiology (C.G.F.), North Shore University Hospital, Long Island, New York
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D. Bota
fNeuro-Oncology (D.B.)
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P. Baldi
gSchool of Information and Computer Sciences (P.B.), University of California, Irvine, Irvine, California
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L.M. Poisson
iDepartment of Public Health Sciences (L.M.P.), Henry Ford Health System, Detroit, Michigan
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R. Jain
jDepartments of Radiology and Neurosurgery (R.J.), New York University, New York, New York.
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D. Chow
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
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American Journal of Neuroradiology: 39 (7)
American Journal of Neuroradiology
Vol. 39, Issue 7
1 Jul 2018
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Cite this article
P. Chang, J. Grinband, B.D. Weinberg, M. Bardis, M. Khy, G. Cadena, M.-Y. Su, S. Cha, C.G. Filippi, D. Bota, P. Baldi, L.M. Poisson, R. Jain, D. Chow
Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas
American Journal of Neuroradiology Jul 2018, 39 (7) 1201-1207; DOI: 10.3174/ajnr.A5667

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Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas
P. Chang, J. Grinband, B.D. Weinberg, M. Bardis, M. Khy, G. Cadena, M.-Y. Su, S. Cha, C.G. Filippi, D. Bota, P. Baldi, L.M. Poisson, R. Jain, D. Chow
American Journal of Neuroradiology Jul 2018, 39 (7) 1201-1207; DOI: 10.3174/ajnr.A5667
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