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
J. Grinband
bDepartment of Radiology (J.G.), Columbia University, New York, New York
B.D. Weinberg
cDepartment of Radiology (B.D.W.), Emory University School of Medicine, Atlanta, Georgia
M. Bardis
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
M. Khy
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
G. Cadena
eNeurosurgery (G.C.)
M.-Y. Su
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
S. Cha
aFrom the Department of Radiology (P.C., S.C.), University of California, San Francisco, San Francisco, California
C.G. Filippi
hDepartment of Radiology (C.G.F.), North Shore University Hospital, Long Island, New York
D. Bota
fNeuro-Oncology (D.B.)
P. Baldi
gSchool of Information and Computer Sciences (P.B.), University of California, Irvine, Irvine, California
L.M. Poisson
iDepartment of Public Health Sciences (L.M.P.), Henry Ford Health System, Detroit, Michigan
R. Jain
jDepartments of Radiology and Neurosurgery (R.J.), New York University, New York, New York.
D. Chow
dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
Article Information
vol. 39 no. 7 1201-1207
PubMed
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History
- Received November 29, 2017
- Accepted after revision March 20, 2018
- Published online July 9, 2018.
Article Versions
- Latest version (May 10, 2018 - 10:53).
- You are viewing the most recent version of this article.
Copyright & Usage
© 2018 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org
Author Information
- P. Changa,
- J. Grinbandb,
- B.D. Weinbergc,
- M. Bardisd,
- M. Khyd,
- G. Cadenae,
- M.-Y. Sud,
- S. Chaa,
- C.G. Filippih,
- D. Botaf,
- P. Baldig,
- L.M. Poissoni,
- R. Jainj and
- D. Chowd
- aFrom the Department of Radiology (P.C., S.C.), University of California, San Francisco, San Francisco, California
- bDepartment of Radiology (J.G.), Columbia University, New York, New York
- cDepartment of Radiology (B.D.W.), Emory University School of Medicine, Atlanta, Georgia
- dDepartments of Radiology (M.B., M.K., M.-Y.S., D.C.)
- eNeurosurgery (G.C.)
- fNeuro-Oncology (D.B.)
- gSchool of Information and Computer Sciences (P.B.), University of California, Irvine, Irvine, California
- hDepartment of Radiology (C.G.F.), North Shore University Hospital, Long Island, New York
- iDepartment of Public Health Sciences (L.M.P.), Henry Ford Health System, Detroit, Michigan
- jDepartments of Radiology and Neurosurgery (R.J.), New York University, New York, New York.
- Please address correspondence to Daniel Chow, MD, University of California, Irvine Medical Center, 101 The City Drive South, Douglas Hospital, Route 140, Room 0115, Orange, CA 92868-3201; e-mail: chowd3{at}uci.edu; @DanChow01
Funding
NIH
NIH GM123558Funding Support From Canon Medical Systems, USA
National Institute of Biomedical Imaging and Bioengineering
T32EB001631Defense Advanced Research Projects Agency
DARPA D17AP00002
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In this issue
American Journal of Neuroradiology
Vol. 39, Issue 7
1 Jul 2018
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Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas
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American Journal of Neuroradiology Jul 2018, 39 (7) 1201-1207; DOI: 10.3174/ajnr.A5667
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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