Research ArticleNeurovascular/Stroke Imaging
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Jeremy J. Heit, Margy E. McCullough-Hicks, Stephen M. Hugdal, Max Wintermark, Patrik Michel, David S. Liebeskind, Maarten G. Lansberg, Gregory W. Albers and Greg Zaharchuk
American Journal of Neuroradiology April 2024, 45 (4) 406-411; DOI: https://doi.org/10.3174/ajnr.A8140
Yongkai Liu
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Preya Shah
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Yannan Yu
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Jai Horsey
bMeharry Medical College (J.H.), Nashville, Tennessee
Jiahong Ouyang
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
cDepartment of Electrical Engineering (J.O.), Stanford University, Stanford, California
Bin Jiang
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Guang Yang
dNational Heart and Lung Institute (G.Y.), Imperial College London, London, UK
Jeremy J. Heit
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Margy E. McCullough-Hicks
eDepartment of Neurology (M.E.M.-H.), University of Minnesota Medical School, Minneapolis, Minnesota
Stephen M. Hugdal
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
Max Wintermark
fDepartment of Neuroradiology (M.W.), University of Texas MD Anderson Center, Houston, Texas
Patrik Michel
gNeurology Service (P.M), Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Switzerland
David S. Liebeskind
hDepartment of Neurology (D.S.L.), University of California, Los Angeles, Los Angeles, Calfornia
Maarten G. Lansberg
iDepartment of Neurology (M.G.L., G.W.A.), Stanford, Stanford, Calfornia.
Gregory W. Albers
iDepartment of Neurology (M.G.L., G.W.A.), Stanford, Stanford, Calfornia.
Greg Zaharchuk
aFrom the Department of Radiology (Y.L., P.S., Y.Y., J.O., B.J., J.J.H., S.M.H., G.Z.), Stanford University, Stanford, Calfornia
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In this issue
American Journal of Neuroradiology
Vol. 45, Issue 4
1 Apr 2024
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A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Jeremy J. Heit, Margy E. McCullough-Hicks, Stephen M. Hugdal, Max Wintermark, Patrik Michel, David S. Liebeskind, Maarten G. Lansberg, Gregory W. Albers, Greg Zaharchuk
American Journal of Neuroradiology Apr 2024, 45 (4) 406-411; DOI: 10.3174/ajnr.A8140
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Jeremy J. Heit, Margy E. McCullough-Hicks, Stephen M. Hugdal, Max Wintermark, Patrik Michel, David S. Liebeskind, Maarten G. Lansberg, Gregory W. Albers, Greg Zaharchuk
American Journal of Neuroradiology Apr 2024, 45 (4) 406-411; DOI: 10.3174/ajnr.A8140
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