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Research ArticleArtificial Intelligence

Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition

Bin Jiang, Burak B. Ozkara, Guangming Zhu, Derek Boothroyd, Jason W. Allen, Daniel P. Barboriak, Peter Chang, Cynthia Chan, Ruchir Chaudhari, Hui Chen, Anjeza Chukus, Victoria Ding, David Douglas, Christopher G. Filippi, Adam E. Flanders, Ryan Godwin, Syed Hashmi, Christopher Hess, Kevin Hsu, Yvonne W. Lui, Joseph A. Maldjian, Patrik Michel, Sahil S. Nalawade, Vishal Patel, Prashant Raghavan, Haris I. Sair, Jody Tanabe, Kirk Welker, Christopher T. Whitlow, Greg Zaharchuk and Max Wintermark
American Journal of Neuroradiology September 2024, 45 (9) 1276-1283; DOI: https://doi.org/10.3174/ajnr.A8317
Bin Jiang
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Burak B. Ozkara
bDepartment of Neuroradiology (B.B.O., H.C., M.W.), MD Anderson Cancer Center, Houston, Texas
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Guangming Zhu
cDepartment of Neurology (G.Zhu), The University of Arizona, Tucson, Arizona
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Derek Boothroyd
dDepartment of Medicine (D.B., V.D.), Stanford University School of Medicine, Stanford, California
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Jason W. Allen
eDepartment of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, Indiana
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Daniel P. Barboriak
fDepartment of Radiology (D.P.B.), Duke University Medical Center, Durham, North Carolina
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Peter Chang
gDepartment of Radiological Sciences (P.C.), University of California, Irvine, Irvine, California
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Cynthia Chan
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Ruchir Chaudhari
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
hSutter Imaging (R.C.), Sutter Health, Sacramento, California
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Hui Chen
bDepartment of Neuroradiology (B.B.O., H.C., M.W.), MD Anderson Cancer Center, Houston, Texas
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Anjeza Chukus
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Victoria Ding
dDepartment of Medicine (D.B., V.D.), Stanford University School of Medicine, Stanford, California
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David Douglas
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Christopher G. Filippi
iDepartment of Radiology (C.G.F.), Tufts University, Boston, Massachusetts
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Adam E. Flanders
jDepartment of Radiology (A.E.F.), Thomas Jefferson University, Philadelphia, Pennsylvania
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Ryan Godwin
kDepartment of Radiology (R.G.), University of Alabama at Birmingham, Birmingham, Alabama
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Syed Hashmi
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Christopher Hess
lDepartment of Radiology and Biomedical Imaging (C.H.), University of California, San Francisco, San Francisco, California
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Kevin Hsu
mDepartment of Radiology (K.H., Y.W.L), New York University Grossman School of Medicine, New York, New York
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Yvonne W. Lui
mDepartment of Radiology (K.H., Y.W.L), New York University Grossman School of Medicine, New York, New York
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Joseph A. Maldjian
nDepartment of Radiology (J.A.M., S.S.N.), University of Texas Southwestern Medical Center, Dallas, Texas
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Patrik Michel
oDepartment of Clinical Neurosciences (P.M.), Lausanne University Hospital, Lausanne, Switzerland
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Sahil S. Nalawade
nDepartment of Radiology (J.A.M., S.S.N.), University of Texas Southwestern Medical Center, Dallas, Texas
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Vishal Patel
pDepartment of Radiology (V.P.), Mayo Clinic, Jacksonville, Florida
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Prashant Raghavan
qDepartment of Diagnostic Radiology and Nuclear Medicine (P.R.), University of Maryland School of Medicine, Baltimore, Maryland
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Haris I. Sair
rThe Russell H. Morgan Department of Radiology and Radiological Science (H.I.S.), Johns Hopkins University, Baltimore, Maryland
sThe Malone Center for Engineering in Healthcare (H.I.S.), Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland
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Jody Tanabe
tDepartment of Radiology (J.T.), University of Colorado, Aurora, Colorado
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Kirk Welker
uDepartment of Radiology (K.W.), Mayo Clinic, Rochester, Minnesota
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Christopher T. Whitlow
vDepartment of Radiology (C.T.W), Wake Forest University School of Medicine, Winston-Salem, North Carolina
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Greg Zaharchuk
aFrom the Department of Radiology (B.J., C.C., R.C., A.C., D.D., S.H., G.Zaharchuk), Neuroradiology Division, Stanford University, Stanford, California
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Max Wintermark
bDepartment of Neuroradiology (B.B.O., H.C., M.W.), MD Anderson Cancer Center, Houston, Texas
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American Journal of Neuroradiology: 45 (9)
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Cite this article
Bin Jiang, Burak B. Ozkara, Guangming Zhu, Derek Boothroyd, Jason W. Allen, Daniel P. Barboriak, Peter Chang, Cynthia Chan, Ruchir Chaudhari, Hui Chen, Anjeza Chukus, Victoria Ding, David Douglas, Christopher G. Filippi, Adam E. Flanders, Ryan Godwin, Syed Hashmi, Christopher Hess, Kevin Hsu, Yvonne W. Lui, Joseph A. Maldjian, Patrik Michel, Sahil S. Nalawade, Vishal Patel, Prashant Raghavan, Haris I. Sair, Jody Tanabe, Kirk Welker, Christopher T. Whitlow, Greg Zaharchuk, Max Wintermark
Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition
American Journal of Neuroradiology Sep 2024, 45 (9) 1276-1283; DOI: 10.3174/ajnr.A8317

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AI Models Performance: ASFN Competition Insights
Bin Jiang, Burak B. Ozkara, Guangming Zhu, Derek Boothroyd, Jason W. Allen, Daniel P. Barboriak, Peter Chang, Cynthia Chan, Ruchir Chaudhari, Hui Chen, Anjeza Chukus, Victoria Ding, David Douglas, Christopher G. Filippi, Adam E. Flanders, Ryan Godwin, Syed Hashmi, Christopher Hess, Kevin Hsu, Yvonne W. Lui, Joseph A. Maldjian, Patrik Michel, Sahil S. Nalawade, Vishal Patel, Prashant Raghavan, Haris I. Sair, Jody Tanabe, Kirk Welker, Christopher T. Whitlow, Greg Zaharchuk, Max Wintermark
American Journal of Neuroradiology Sep 2024, 45 (9) 1276-1283; DOI: 10.3174/ajnr.A8317
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