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Research ArticlePediatrics

Deep Learning for Pediatric Posterior Fossa Tumor Detection and Classification: A Multi-Institutional Study

J.L. Quon, W. Bala, L.C. Chen, J. Wright, L.H. Kim, M. Han, K. Shpanskaya, E.H. Lee, E. Tong, M. Iv, J. Seekins, M.P. Lungren, K.R.M. Braun, T.Y. Poussaint, S. Laughlin, M.D. Taylor, R.M. Lober, H. Vogel, P.G. Fisher, G.A. Grant, V. Ramaswamy, N.A. Vitanza, C.Y. Ho, M.S.B. Edwards, S.H. Cheshier and K.W. Yeom
American Journal of Neuroradiology September 2020, 41 (9) 1718-1725; DOI: https://doi.org/10.3174/ajnr.A6704
J.L. Quon
aFrom the Departments of Neurosurgery (J.L.Q., G.A.G., M.S.B.E.)
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W. Bala
eDepartment of Radiology (W.B., J.S., M.P.L., K.W.Y.)
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L.C. Chen
gDepartment of Urology (L.C.C.)
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J. Wright
iDepartment of Radiology (J.W.), Seattle Children's Hospital, University of Washington School of Medicine, Seattle, Washington
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L.H. Kim
hStanford University School of Medicine (L.H.K., M.H., K.S.), Stanford, California
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M. Han
hStanford University School of Medicine (L.H.K., M.H., K.S.), Stanford, California
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K. Shpanskaya
hStanford University School of Medicine (L.H.K., M.H., K.S.), Stanford, California
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E.H. Lee
bElectrical Engineering (E.H.L.)
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E. Tong
cRadiology (E.T., M.I.)
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M. Iv
cRadiology (E.T., M.I.)
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J. Seekins
eDepartment of Radiology (W.B., J.S., M.P.L., K.W.Y.)
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M.P. Lungren
eDepartment of Radiology (W.B., J.S., M.P.L., K.W.Y.)
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K.R.M. Braun
jDepartments of Clinical Radiology & Imaging Sciences (K.R.M.B., C.Y.H.), Riley Children's Hospital, Indiana University, Indianapolis, Indiana
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T.Y. Poussaint
kDepartments of Radiology (T.Y.P.), Boston Children's Hospital, Boston, Massachusetts
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S. Laughlin
lDepartments of diagnostic Imaging (S.L.)
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M.D. Taylor
mand Neurosurgery (M.D.T.)
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R.M. Lober
oDepartment of Neurosurgery (R.M.L.), Dayton Children's Hospital, Wright State University Boonshoft School of Medicine, Dayton, Ohio
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H. Vogel
dand Pathology (H.V.), Stanford University, Stanford, California
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P.G. Fisher
fDivision of Child Neurology (P.G.F.), Lucile Packard Children's Hospital, Stanford University, Palo Alto, California
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G.A. Grant
aFrom the Departments of Neurosurgery (J.L.Q., G.A.G., M.S.B.E.)
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V. Ramaswamy
n and Haematology/Oncology (V.R.), The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
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N.A. Vitanza
pDivision of Pediatric Hematology/Oncology (N.A.V.), Department of Pediatrics, University of Washington, Seattle Children's Hospital, Seattle Washington
qFred Hutchinson Cancer Research Center (N.A.V.), Seattle, Washington
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C.Y. Ho
jDepartments of Clinical Radiology & Imaging Sciences (K.R.M.B., C.Y.H.), Riley Children's Hospital, Indiana University, Indianapolis, Indiana
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M.S.B. Edwards
aFrom the Departments of Neurosurgery (J.L.Q., G.A.G., M.S.B.E.)
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S.H. Cheshier
rDepartments of Neurosurgery (S.H.C.), University of Utah School of Medicine, Salt Lake City, Utah.
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K.W. Yeom
eDepartment of Radiology (W.B., J.S., M.P.L., K.W.Y.)
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American Journal of Neuroradiology: 41 (9)
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Cite this article
J.L. Quon, W. Bala, L.C. Chen, J. Wright, L.H. Kim, M. Han, K. Shpanskaya, E.H. Lee, E. Tong, M. Iv, J. Seekins, M.P. Lungren, K.R.M. Braun, T.Y. Poussaint, S. Laughlin, M.D. Taylor, R.M. Lober, H. Vogel, P.G. Fisher, G.A. Grant, V. Ramaswamy, N.A. Vitanza, C.Y. Ho, M.S.B. Edwards, S.H. Cheshier, K.W. Yeom
Deep Learning for Pediatric Posterior Fossa Tumor Detection and Classification: A Multi-Institutional Study
American Journal of Neuroradiology Sep 2020, 41 (9) 1718-1725; DOI: 10.3174/ajnr.A6704

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Deep Learning for Pediatric Posterior Fossa Tumor Detection and Classification: A Multi-Institutional Study
J.L. Quon, W. Bala, L.C. Chen, J. Wright, L.H. Kim, M. Han, K. Shpanskaya, E.H. Lee, E. Tong, M. Iv, J. Seekins, M.P. Lungren, K.R.M. Braun, T.Y. Poussaint, S. Laughlin, M.D. Taylor, R.M. Lober, H. Vogel, P.G. Fisher, G.A. Grant, V. Ramaswamy, N.A. Vitanza, C.Y. Ho, M.S.B. Edwards, S.H. Cheshier, K.W. Yeom
American Journal of Neuroradiology Sep 2020, 41 (9) 1718-1725; DOI: 10.3174/ajnr.A6704
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