Research ArticleAdult Brain
Open Access
Automated ASPECTS on Noncontrast CT Scans in Patients with Acute Ischemic Stroke Using Machine Learning
H. Kuang, M. Najm, D. Chakraborty, N. Maraj, S.I. Sohn, M. Goyal, M.D. Hill, A.M. Demchuk, B.K. Menon and W. Qiu
American Journal of Neuroradiology January 2019, 40 (1) 33-38; DOI: https://doi.org/10.3174/ajnr.A5889
H. Kuang
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
M. Najm
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
D. Chakraborty
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
N. Maraj
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
S.I. Sohn
eDepartment of Neurology (S.I.S.), Keimyung University, Daegu, South Korea.
M. Goyal
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
bDepartment of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
dHotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
M.D. Hill
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
bDepartment of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
cDepartment of Community Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
dHotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
A.M. Demchuk
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
bDepartment of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
dHotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
B.K. Menon
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
bDepartment of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
cDepartment of Community Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
dHotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
W. Qiu
aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
Article Information
vol. 40 no. 1 33-38
PubMed
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History
- Received June 20, 2018
- Accepted after revision October 8, 2018
- Published online January 11, 2019.
Article Versions
- Latest version (November 29, 2018 - 07:29).
- You are viewing the most recent version of this article.
Copyright & Usage
© 2019 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org
Author Information
- H. Kuanga,
- M. Najma,
- D. Chakrabortya,
- N. Maraja,
- S.I. Sohne,
- M. Goyala,b,d,
- M.D. Hilla,b,c,d,
- A.M. Demchuka,b,d,
- B.K. Menona,b,c,d and
- W. Qiua
- aFrom the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
- bDepartment of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
- cDepartment of Community Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
- dHotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
- eDepartment of Neurology (S.I.S.), Keimyung University, Daegu, South Korea.
- Please address correspondence to Wu Qiu, PhD, Department of Clinical Neurosciences, University of Calgary, Room 1079, 10th Floor Foothills Medical Centre, 1403 29th Street NW, Calgary, AB, Canada T2N 2T9; e-mail: qiu.wu.ch{at}gmail.com.
Funding
Canadian Institute of Health Research (CIHR)
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American Journal of Neuroradiology
Vol. 40, Issue 1
1 Jan 2019
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Automated ASPECTS on Noncontrast CT Scans in Patients with Acute Ischemic Stroke Using Machine Learning
H. Kuang, M. Najm, D. Chakraborty, N. Maraj, S.I. Sohn, M. Goyal, M.D. Hill, A.M. Demchuk, B.K. Menon, W. Qiu
American Journal of Neuroradiology Jan 2019, 40 (1) 33-38; DOI: 10.3174/ajnr.A5889
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