MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

M. Iv; M. Zhou; K. Shpanskaya; S. Perreault; Z. Wang; E. Tranvinh; B. Lanzman; S. Vajapeyam; N.A. Vitanza; P.G. Fisher; Y.J. Cho; S. Laughlin; V. Ramaswamy; M.D. Taylor; S.H. Cheshier; G.A. Grant; T. Young Poussaint; O. Gevaert; K.W. Yeom

doi:10.3174/ajnr.A5899

Research ArticlePediatrics

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MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

M. Iv, M. Zhou, K. Shpanskaya, S. Perreault, Z. Wang, E. Tranvinh, B. Lanzman, S. Vajapeyam, N.A. Vitanza, P.G. Fisher, Y.J. Cho, S. Laughlin, V. Ramaswamy, M.D. Taylor, S.H. Cheshier, G.A. Grant, T. Young Poussaint, O. Gevaert and K.W. Yeom

American Journal of Neuroradiology January 2019, 40 (1) 154-161; DOI: https://doi.org/10.3174/ajnr.A5899

M. Iv

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

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M. Zhou

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)

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K. Shpanskaya

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

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S. Perreault

fDepartment of Pediatrics (S.P.), Pediatric Neurology, Centre Hospitalier Universitaire Sainte Justine, University of Montréal, Montreal, Quebec, Canada

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Z. Wang

dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)

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E. Tranvinh

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

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B. Lanzman

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

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S. Vajapeyam

gDepartment of Radiology (S.V., T.Y.P.), Boston Children's Hospital, Harvard University, Boston, Massachusetts

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N.A. Vitanza

hDepartment Pediatrics Hematology-Oncology (N.A.V.), Seattle Children's Hospital, University of Washington, Seattle, Washington

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P.G. Fisher

bDepartment of Pediatrics (P.G.F.), Pediatric Neurology

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Y.J. Cho

iDepartment of Pediatrics (Y.J.C.), Pediatric Neurology, Oregon Health & Science University, Portland, Oregon

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S. Laughlin

jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada

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V. Ramaswamy

jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada

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M.D. Taylor

jDepartments of Radiology, Neuro-Oncology, and Neurosurgery (S.L., V.R., M.D.T.), Hospital for Sick Children, Toronto, Ontario, Canada

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S.H. Cheshier

kDepartment of Neurosurgery (S.H.C.), Pediatric Neurosurgery, University of Utah, Salt Lake City, Utah.

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G.A. Grant

cDepartment of Neurosurgery (G.A.G.), Pediatric Neurosurgery, Lucile Packard Children's Hospital, Stanford University, Palo Alto, California

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T. Young Poussaint

gDepartment of Radiology (S.V., T.Y.P.), Boston Children's Hospital, Harvard University, Boston, Massachusetts

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O. Gevaert

dStanford Center for Biomedical Informatics (M.Z., O.G., Z.W.)

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K.W. Yeom

aFrom the Department of Radiology (M.I., M.Z., K.S., E.T., B.L., K.W.Y.)

eDepartment of Radiology (K.W.Y.), Artificial Intelligence in Medicine and Imaging, Stanford University, Stanford, California

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MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

American Journal of Neuroradiology Jan 2019, 40 (1) 154-161; DOI: 10.3174/ajnr.A5899

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MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

American Journal of Neuroradiology Jan 2019, 40 (1) 154-161; DOI: 10.3174/ajnr.A5899

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