Deep Learning-Based Collateral Scoring on Multiphase CTA in Patients with Acute Ischemic Stroke in the MCA Region.

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Title: Deep Learning-Based Collateral Scoring on Multiphase CTA in Patients with Acute Ischemic Stroke in the MCA Region.
Authors: Liu H; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China., Zhang J; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada., Chen S; Tongji Medical College (S.C., B.H.), Union Hospital, Huazhong University of Science and Technology, Wuhan, China., Ganesh A; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada., Xu Y; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China.; China Hubei Medical Devices Quality Supervision and Test Institute (Y.X.), Wuhan, China., Hu B; Tongji Medical College (S.C., B.H.), Union Hospital, Huazhong University of Science and Technology, Wuhan, China., Menon BK; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada., Qiu W; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China wuqiu@hust.edu.cn.; Advanced Biomedical Imaging Facility (W.Q.), Wuhan, China.
Source: AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2026 Jan 05; Vol. 47 (1), pp. 80-90. Date of Electronic Publication: 2026 Jan 05.
Publication Type: Journal Article
Journal Info: Publisher: American Society of Neuroradiology Country of Publication: United States NLM ID: 8003708 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-959X (Electronic) Linking ISSN: 01956108 NLM ISO Abbreviation: AJNR Am J Neuroradiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep Learning-Based Collateral Scoring on Multiphase CTA in Patients with Acute Ischemic Stroke in the MCA Region.
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  Data: <searchLink fieldCode="AU" term="%22Liu+H%22">Liu H</searchLink>; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada.<br /><searchLink fieldCode="AU" term="%22Chen+S%22">Chen S</searchLink>; Tongji Medical College (S.C., B.H.), Union Hospital, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Ganesh+A%22">Ganesh A</searchLink>; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada.<br /><searchLink fieldCode="AU" term="%22Xu+Y%22">Xu Y</searchLink>; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China.; China Hubei Medical Devices Quality Supervision and Test Institute (Y.X.), Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Hu+B%22">Hu B</searchLink>; Tongji Medical College (S.C., B.H.), Union Hospital, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Menon+BK%22">Menon BK</searchLink>; Department of Clinical Neuroscience (J.Z., A.G., B.K.M.), University of Calgary, Calgary, Canada.<br /><searchLink fieldCode="AU" term="%22Qiu+W%22">Qiu W</searchLink>; From the College of Life Science and Technology (H.L., Y.X., W.Q.), Huazhong University of Science and Technology, Wuhan, China wuqiu@hust.edu.cn.; Advanced Biomedical Imaging Facility (W.Q.), Wuhan, China.
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        Value: 10.3174/ajnr.A8911
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      – TitleFull: Deep Learning-Based Collateral Scoring on Multiphase CTA in Patients with Acute Ischemic Stroke in the MCA Region.
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              Text: 2026 Jan 05
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