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Review ArticleAdult Brain
Open Access

Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches

M. Zhou, J. Scott, B. Chaudhury, L. Hall, D. Goldgof, K.W. Yeom, M. Iv, Y. Ou, J. Kalpathy-Cramer, S. Napel, R. Gillies, O. Gevaert and R. Gatenby
American Journal of Neuroradiology February 2018, 39 (2) 208-216; DOI: https://doi.org/10.3174/ajnr.A5391
M. Zhou
aFrom the Stanford Center for Biomedical Informatic Research (M.Z., O.G.)
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J. Scott
cDepartment of Radiology (J.S., B.C., S.N., R. Gillies, R. Gatenby), Moffitt Cancer Research Center, Tampa, Florida
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B. Chaudhury
cDepartment of Radiology (J.S., B.C., S.N., R. Gillies, R. Gatenby), Moffitt Cancer Research Center, Tampa, Florida
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L. Hall
dDepartment of Computer Science and Engineering (L.H., D.G.), University of South Florida, Tampa, Florida
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D. Goldgof
dDepartment of Computer Science and Engineering (L.H., D.G.), University of South Florida, Tampa, Florida
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K.W. Yeom
bDepartment of Radiology (K.W.Y., M.I.), Stanford University, Stanford, California
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M. Iv
bDepartment of Radiology (K.W.Y., M.I.), Stanford University, Stanford, California
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Y. Ou
eDepartment of Radiology (Y.O., J.K.-C.), Massachusetts General Hospital, Boston, Massachusetts.
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J. Kalpathy-Cramer
eDepartment of Radiology (Y.O., J.K.-C.), Massachusetts General Hospital, Boston, Massachusetts.
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S. Napel
cDepartment of Radiology (J.S., B.C., S.N., R. Gillies, R. Gatenby), Moffitt Cancer Research Center, Tampa, Florida
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R. Gillies
cDepartment of Radiology (J.S., B.C., S.N., R. Gillies, R. Gatenby), Moffitt Cancer Research Center, Tampa, Florida
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O. Gevaert
aFrom the Stanford Center for Biomedical Informatic Research (M.Z., O.G.)
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R. Gatenby
cDepartment of Radiology (J.S., B.C., S.N., R. Gillies, R. Gatenby), Moffitt Cancer Research Center, Tampa, Florida
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American Journal of Neuroradiology: 39 (2)
American Journal of Neuroradiology
Vol. 39, Issue 2
1 Feb 2018
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Cite this article
M. Zhou, J. Scott, B. Chaudhury, L. Hall, D. Goldgof, K.W. Yeom, M. Iv, Y. Ou, J. Kalpathy-Cramer, S. Napel, R. Gillies, O. Gevaert, R. Gatenby
Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches
American Journal of Neuroradiology Feb 2018, 39 (2) 208-216; DOI: 10.3174/ajnr.A5391

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Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches
M. Zhou, J. Scott, B. Chaudhury, L. Hall, D. Goldgof, K.W. Yeom, M. Iv, Y. Ou, J. Kalpathy-Cramer, S. Napel, R. Gillies, O. Gevaert, R. Gatenby
American Journal of Neuroradiology Feb 2018, 39 (2) 208-216; DOI: 10.3174/ajnr.A5391
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