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A deep learning approach versus expert clinician panel in the classification of posterior circulation infarction.

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Title: A deep learning approach versus expert clinician panel in the classification of posterior circulation infarction.
Authors: Edwards LS; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia. Electronic address: Leon.Edwards@health.nsw.gov.au., Visser M; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia., Cappelen-Smith C; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia., Cordato D; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia., Bivard A; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia., Churilov L; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia., Blair C; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia., Thomas J; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia., Santos AD; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia., Lin L; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia., Chen C; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia., Garcia-Esperon C; Department of Neurology, John Hunter Hospital, Newcastle, NSW, Australia; Hunter Medical Research Institute and University of Newcastle, Newcastle, NSW, Australia., Butcher K; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia., Kleinig T; Department of Neurology, Royal Adelaide Hospital, Adelaide, SA, Australia., Choi PM; Department of Neurosciences, Box Hill Hospital, Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia., Cheng X; Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China., Dong Q; Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China., Aviv RI; Division of Neuroradiology, Department of Radiology, University of Ottawa and The Ottawa Hospital, ON, Canada., Parsons MW; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.
Corporate Authors: INSPIRE Study Group
Source: NeuroImage. Clinical [Neuroimage Clin] 2025; Vol. 45, pp. 103732. Date of Electronic Publication: 2025 Jan 12.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101597070 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2213-1582 (Electronic) Linking ISSN: 22131582 NLM ISO Abbreviation: Neuroimage Clin Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Edwards+LS%22">Edwards LS</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia. Electronic address: Leon.Edwards@health.nsw.gov.au.<br /><searchLink fieldCode="AU" term="%22Visser+M%22">Visser M</searchLink>; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.<br /><searchLink fieldCode="AU" term="%22Cappelen-Smith+C%22">Cappelen-Smith C</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Cordato+D%22">Cordato D</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Bivard+A%22">Bivard A</searchLink>; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.<br /><searchLink fieldCode="AU" term="%22Churilov+L%22">Churilov L</searchLink>; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.<br /><searchLink fieldCode="AU" term="%22Blair+C%22">Blair C</searchLink>; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Thomas+J%22">Thomas J</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Santos+AD%22">Santos AD</searchLink>; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Lin+L%22">Lin L</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Chen+C%22">Chen C</searchLink>; Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.<br /><searchLink fieldCode="AU" term="%22Garcia-Esperon+C%22">Garcia-Esperon C</searchLink>; Department of Neurology, John Hunter Hospital, Newcastle, NSW, Australia; Hunter Medical Research Institute and University of Newcastle, Newcastle, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Butcher+K%22">Butcher K</searchLink>; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Kleinig+T%22">Kleinig T</searchLink>; Department of Neurology, Royal Adelaide Hospital, Adelaide, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Choi+PM%22">Choi PM</searchLink>; Department of Neurosciences, Box Hill Hospital, Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Cheng+X%22">Cheng X</searchLink>; Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Dong+Q%22">Dong Q</searchLink>; Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Aviv+RI%22">Aviv RI</searchLink>; Division of Neuroradiology, Department of Radiology, University of Ottawa and The Ottawa Hospital, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Parsons+MW%22">Parsons MW</searchLink>; Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia; Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.
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  Data: <searchLink fieldCode="JN" term="%22101597070%22">NeuroImage. Clinical</searchLink> [Neuroimage Clin] 2025; Vol. 45, pp. 103732. <i>Date of Electronic Publication: </i>2025 Jan 12.
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