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

^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
^bDepartment of Neuroradiology (B.B.O., H.C., M.W.), MD Anderson Cancer Center, Houston, Texas
^cDepartment of Neurology (G.Zhu), The University of Arizona, Tucson, Arizona
^dDepartment of Medicine (D.B., V.D.), Stanford University School of Medicine, Stanford, California
^eDepartment of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, Indiana
^fDepartment of Radiology (D.P.B.), Duke University Medical Center, Durham, North Carolina
^gDepartment of Radiological Sciences (P.C.), University of California, Irvine, Irvine, California
^hSutter Imaging (R.C.), Sutter Health, Sacramento, California
ⁱDepartment of Radiology (C.G.F.), Tufts University, Boston, Massachusetts
^jDepartment of Radiology (A.E.F.), Thomas Jefferson University, Philadelphia, Pennsylvania
^kDepartment of Radiology (R.G.), University of Alabama at Birmingham, Birmingham, Alabama
^lDepartment of Radiology and Biomedical Imaging (C.H.), University of California, San Francisco, San Francisco, California
^mDepartment of Radiology (K.H., Y.W.L), New York University Grossman School of Medicine, New York, New York
ⁿDepartment of Radiology (J.A.M., S.S.N.), University of Texas Southwestern Medical Center, Dallas, Texas
^oDepartment of Clinical Neurosciences (P.M.), Lausanne University Hospital, Lausanne, Switzerland
^pDepartment of Radiology (V.P.), Mayo Clinic, Jacksonville, Florida
^qDepartment of Diagnostic Radiology and Nuclear Medicine (P.R.), University of Maryland School of Medicine, Baltimore, Maryland
^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
^tDepartment of Radiology (J.T.), University of Colorado, Aurora, Colorado
^uDepartment of Radiology (K.W.), Mayo Clinic, Rochester, Minnesota
^vDepartment of Radiology (C.T.W), Wake Forest University School of Medicine, Winston-Salem, North Carolina

Please address correspondence to Max Wintermark, MD, Department of Radiology, Neuroradiology Division, MD Anderson Cancer Center 1400 Pressler St, Houston, TX, 77030; e-mail: max.wintermark{at}gmail.com; @theAJNR_EIC; @MDAndersonNews

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