A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

Haoyue Zhang; Jennifer S. Polson; Zichen Wang; Kambiz Nael; Neal M. Rao; William F. Speier; Corey W. Arnold

doi:10.3174/ajnr.A8272

Research ArticleNeurointervention

A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

Haoyue Zhang, Jennifer S. Polson, Zichen Wang, Kambiz Nael, Neal M. Rao, William F. Speier and Corey W. Arnold

American Journal of Neuroradiology August 2024, 45 (8) 1044-1052; DOI: https://doi.org/10.3174/ajnr.A8272

Haoyue Zhang

aFrom the Computational Diagnostics Lab (H.Z., J.S.P., Z.W., W.F.S., C.W.A.), University of California, Los Angeles, California

bDepartment of Bioengineering (H.Z., J.S.P., Z.W., C.W.A.), University of California, Los Angeles, California

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Jennifer S. Polson

aFrom the Computational Diagnostics Lab (H.Z., J.S.P., Z.W., W.F.S., C.W.A.), University of California, Los Angeles, California

bDepartment of Bioengineering (H.Z., J.S.P., Z.W., C.W.A.), University of California, Los Angeles, California

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Zichen Wang

aFrom the Computational Diagnostics Lab (H.Z., J.S.P., Z.W., W.F.S., C.W.A.), University of California, Los Angeles, California

bDepartment of Bioengineering (H.Z., J.S.P., Z.W., C.W.A.), University of California, Los Angeles, California

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Kambiz Nael

cDepartment of Radiology (K.N., W.F.S., C.W.A.), University of California, Los Angeles, California

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Neal M. Rao

dDepartment of Neurology (N.M.R.), University of California, Los Angeles, California

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William F. Speier

aFrom the Computational Diagnostics Lab (H.Z., J.S.P., Z.W., W.F.S., C.W.A.), University of California, Los Angeles, California

cDepartment of Radiology (K.N., W.F.S., C.W.A.), University of California, Los Angeles, California

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Corey W. Arnold

aFrom the Computational Diagnostics Lab (H.Z., J.S.P., Z.W., W.F.S., C.W.A.), University of California, Los Angeles, California

bDepartment of Bioengineering (H.Z., J.S.P., Z.W., C.W.A.), University of California, Los Angeles, California

cDepartment of Radiology (K.N., W.F.S., C.W.A.), University of California, Los Angeles, California

eDepartment of Pathology (C.W.A.), University of California, Los Angeles, California

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Haoyue Zhang, Jennifer S. Polson, Zichen Wang, Kambiz Nael, Neal M. Rao, William F. Speier, Corey W. Arnold

A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

American Journal of Neuroradiology Aug 2024, 45 (8) 1044-1052; DOI: 10.3174/ajnr.A8272

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A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

Haoyue Zhang, Jennifer S. Polson, Zichen Wang, Kambiz Nael, Neal M. Rao, William F. Speier, Corey W. Arnold

American Journal of Neuroradiology Aug 2024, 45 (8) 1044-1052; DOI: 10.3174/ajnr.A8272

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