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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleAdult Brain
Open Access

Radiomics-Based Intracranial Thrombus Features on CT and CTA Predict Recanalization with Intravenous Alteplase in Patients with Acute Ischemic Stroke

W. Qiu, H. Kuang, J. Nair, Z. Assis, M. Najm, C. McDougall, B. McDougall, K. Chung, A.T. Wilson, M. Goyal, M.D. Hill, A.M. Demchuk and B.K. Menon
American Journal of Neuroradiology January 2019, 40 (1) 39-44; DOI: https://doi.org/10.3174/ajnr.A5918
W. Qiu
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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  • ORCID record for W. Qiu
H. Kuang
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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J. Nair
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
fDepartment of Radiology (J.N.), McMaster University, Hamilton, Ontario, Canada.
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Z. Assis
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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M. Najm
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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C. McDougall
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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B. McDougall
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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K. Chung
bCalgary Stroke Program, Mechanical and Manufacturing Engineering (K.C.)
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A.T. Wilson
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
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M. Goyal
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
cRadiology (M.D.H., A.M.D., M.G., B.K.M.)
eHotchkiss Brain Institute (M.D.H., A.M.D., M.G., B.K.M.), Calgary, Alberta, Canada
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M.D. Hill
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
cRadiology (M.D.H., A.M.D., M.G., B.K.M.)
dCommunity Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
eHotchkiss Brain Institute (M.D.H., A.M.D., M.G., B.K.M.), Calgary, Alberta, Canada
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A.M. Demchuk
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
cRadiology (M.D.H., A.M.D., M.G., B.K.M.)
eHotchkiss Brain Institute (M.D.H., A.M.D., M.G., B.K.M.), Calgary, Alberta, Canada
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B.K. Menon
aFrom the Departments of Clinical Neurosciences (W.Q., H.K., J.N., Z.A. M.N., C.M., A.T.W., B.M., M.G., M.D.H., A.M.D., B.K.M.)
cRadiology (M.D.H., A.M.D., M.G., B.K.M.)
dCommunity Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
eHotchkiss Brain Institute (M.D.H., A.M.D., M.G., B.K.M.), Calgary, Alberta, Canada
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American Journal of Neuroradiology: 40 (1)
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1 Jan 2019
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W. Qiu, H. Kuang, J. Nair, Z. Assis, M. Najm, C. McDougall, B. McDougall, K. Chung, A.T. Wilson, M. Goyal, M.D. Hill, A.M. Demchuk, B.K. Menon
Radiomics-Based Intracranial Thrombus Features on CT and CTA Predict Recanalization with Intravenous Alteplase in Patients with Acute Ischemic Stroke
American Journal of Neuroradiology Jan 2019, 40 (1) 39-44; DOI: 10.3174/ajnr.A5918

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Radiomics-Based Intracranial Thrombus Features on CT and CTA Predict Recanalization with Intravenous Alteplase in Patients with Acute Ischemic Stroke
W. Qiu, H. Kuang, J. Nair, Z. Assis, M. Najm, C. McDougall, B. McDougall, K. Chung, A.T. Wilson, M. Goyal, M.D. Hill, A.M. Demchuk, B.K. Menon
American Journal of Neuroradiology Jan 2019, 40 (1) 39-44; DOI: 10.3174/ajnr.A5918
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Cited By...

  • CT-Based Intrathrombus and Perithrombus Radiomics for Prediction of Prognosis after Endovascular Thrombectomy: A Retrospective Study across 2 Centers
  • Association of thrombus enhancement with mortality following endovascular therapy in patients with acute anterior circulation stroke
  • A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke
  • Response to Letter Regarding the Article "Automated Segmentation of Intracranial Thrombus on NCCT and CTA in Patients with Acute Ischemic Stroke Using a Coarse-to-Fine Deep Learning Model"
  • Multimodal CT imaging of ischemic stroke thrombi identifies scale-invariant radiomic features that reflect clot biology
  • Recent developments in pre-hospital and in-hospital triage for endovascular stroke treatment
  • Thrombus radiomics in patients with anterior circulation acute ischemic stroke undergoing endovascular treatment
  • Automated Segmentation of Intracranial Thrombus on NCCT and CTA in Patients with Acute Ischemic Stroke Using a Coarse-to-Fine Deep Learning Model
  • Automated Segmentation of Intracranial Thrombus on NCCT and CTA in Patients with Acute Ischemic Stroke Using a Coarse-to-Fine Deep Learning Model
  • DWI-Based Radiomics Predicts the Functional Outcome of Endovascular Treatment in Acute Basilar Artery Occlusion
  • DWI-Based Radiomics Predicts the Functional Outcome of Endovascular Treatment in Acute Basilar Artery Occlusion
  • Radiology-Pathology Correlations of Intracranial Clots: Current Theories, Clinical Applications, and Future Directions
  • Increased Perviousness on CT for Acute Ischemic Stroke is Associated with Fibrin/Platelet-Rich Clots
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