Research ArticleAdult Brain
Prediction of Clinical Outcome in Patients with Large-Vessel Acute Ischemic Stroke: Performance of Machine Learning versus SPAN-100
B. Jiang, G. Zhu, Y. Xie, J.J. Heit, H. Chen, Y. Li, V. Ding, A. Eskandari, P. Michel, G. Zaharchuk and M. Wintermark
American Journal of Neuroradiology February 2021, 42 (2) 240-246; DOI: https://doi.org/10.3174/ajnr.A6918
B. Jiang
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
G. Zhu
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
Y. Xie
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
J.J. Heit
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
H. Chen
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
Y. Li
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
V. Ding
bDepartment of Medicine (V.D.), Quantitative Sciences Unit, Stanford University, Stanford, California
A. Eskandari
cNeurology Service (A.E., P.M.), Centre Hospitalier Universitaire Vaudois and Lausanne University, Lausanne, Switzerland
P. Michel
cNeurology Service (A.E., P.M.), Centre Hospitalier Universitaire Vaudois and Lausanne University, Lausanne, Switzerland
G. Zaharchuk
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
M. Wintermark
aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
Article Information
vol. 42 no. 2 240-246
PubMed
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History
- Received April 24, 2020
- Accepted after revision September 12, 2020
- Published online February 9, 2021.
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- Latest version (January 7, 2021 - 07:55).
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© 2021 by American Journal of Neuroradiology
Author Information
- B. Jianga,
- G. Zhua,
- Y. Xiea,
- J.J. Heita,
- H. Chena,
- Y. Lia,
- V. Dingb,
- A. Eskandaric,
- P. Michelc,
- G. Zaharchuka and
- M. Wintermarka
- aFrom the Department of Radiology, Neuroradiology Section (B.J., G.Z., Y.X., J.J.H., H.C., Y.L., G.Z., M.W.), Stanford University School of Medicine, Palo Alto, California
- bDepartment of Medicine (V.D.), Quantitative Sciences Unit, Stanford University, Stanford, California
- cNeurology Service (A.E., P.M.), Centre Hospitalier Universitaire Vaudois and Lausanne University, Lausanne, Switzerland
- Please address correspondence to Max Wintermark, MD, Stanford University, Department of Radiology, Neuroradiology Division, 300 Pasteur Dr, Room S047, Stanford, CA 94305-5105; e-mail: max.wintermark{at}gmail.com
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Prediction of Clinical Outcome in Patients with Large-Vessel Acute Ischemic Stroke: Performance of Machine Learning versus SPAN-100
B. Jiang, G. Zhu, Y. Xie, J.J. Heit, H. Chen, Y. Li, V. Ding, A. Eskandari, P. Michel, G. Zaharchuk, M. Wintermark
American Journal of Neuroradiology Feb 2021, 42 (2) 240-246; DOI: 10.3174/ajnr.A6918
Prediction of Clinical Outcome in Patients with Large-Vessel Acute Ischemic Stroke: Performance of Machine Learning versus SPAN-100
B. Jiang, G. Zhu, Y. Xie, J.J. Heit, H. Chen, Y. Li, V. Ding, A. Eskandari, P. Michel, G. Zaharchuk, M. Wintermark
American Journal of Neuroradiology Feb 2021, 42 (2) 240-246; DOI: 10.3174/ajnr.A6918
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- Ela Marie Z. Akay, Adam Hilbert, Benjamin G. Carlisle, Vince I. Madai, Matthias A. Mutke, Dietmar FreyStroke 2023 54 6
- Aimilios Gkantzios, Christos Kokkotis, Dimitrios Tsiptsios, Serafeim Moustakidis, Elena Gkartzonika, Theodoros Avramidis, Nikolaos Aggelousis, Konstantinos VadikoliasDiagnostics 2023 13 3
- Zheng Ping, Li Min, Lu Qiuyun, Chen Xu, Bai QingkeFrontiers in Neuroscience 2022 16
- Zheng Ping, She Huiyu, Li Min, Bai Qingke, Lu Qiuyun, Chen XuFrontiers in Neuroscience 2023 17
- Qinglin Li, Lei Chi, Weiying Zhao, Lei Wu, Chuanxu Jiao, Xue Zheng, Kaiyue Zhang, Xiaoning LiFrontiers in Neurology 2023 14
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