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External validation of an RSNA 2023 Abdominal Trauma AI Challenge high performing machine learning model in the detection and grading of splenic injuries on CT.

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Title: External validation of an RSNA 2023 Abdominal Trauma AI Challenge high performing machine learning model in the detection and grading of splenic injuries on CT.
Authors: Kirpalani A; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada., Viel T; NVIDIA, Paris, France., Hu Z; The Edward S. Rogers Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada., Lin HM; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada., Hermans S; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Gomez D; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada.; Division of General Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Surgery, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Institute for Medical Science, University of Toronto, Toronto, Canada.; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada., Moreland R; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Mathur S; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada., Jhaveri A; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Wu M; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Vlachou PA; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Tafur M; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada., Sejdić E; The Edward S. Rogers Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada.; North York General Hospital, Toronto, Canada., Colak E; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.
Source: Abdominal radiology (New York) [Abdom Radiol (NY)] 2025 Nov; Vol. 50 (11), pp. 5581-5590. Date of Electronic Publication: 2025 May 02.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kirpalani+A%22">Kirpalani A</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Viel+T%22">Viel T</searchLink>; NVIDIA, Paris, France.<br /><searchLink fieldCode="AU" term="%22Hu+Z%22">Hu Z</searchLink>; The Edward S. Rogers Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Lin+HM%22">Lin HM</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Hermans+S%22">Hermans S</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Gomez+D%22">Gomez D</searchLink>; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada.; Division of General Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Surgery, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Institute for Medical Science, University of Toronto, Toronto, Canada.; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Moreland+R%22">Moreland R</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Mathur+S%22">Mathur S</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Jhaveri+A%22">Jhaveri A</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Wu+M%22">Wu M</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Vlachou+PA%22">Vlachou PA</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Tafur+M%22">Tafur M</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Sejdić+E%22">Sejdić E</searchLink>; The Edward S. Rogers Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada.; North York General Hospital, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Colak+E%22">Colak E</searchLink>; Department of Medical Imaging, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.; Department of Medical Imaging, Temetry Faculty of Medicine, University of Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Canada. Errol.Colak@unityhealth.to.
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      – TitleFull: External validation of an RSNA 2023 Abdominal Trauma AI Challenge high performing machine learning model in the detection and grading of splenic injuries on CT.
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              Text: 2025 Nov
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