Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke.
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| Title: | Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke. |
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| Authors: | Brugnara G; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Baumgartner M; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Helmholtz Imaging, Heidelberg, Germany.; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany., Scholze ED; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Deike-Hofmann K; Department of Neuroradiology, Bonn University Hospital, Bonn, Germany.; Clinical Neuroimaging Group, German Center for Neurodegenerative Diseases, DZNE, Bonn, Germany., Kades K; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany., Scherer J; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany., Denner S; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Faculty of Medicine, University of Heidelberg, Heidelberg, Germany., Meredig H; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Rastogi A; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Mahmutoglu MA; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Ulfert C; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Neuberger U; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Schönenberger S; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany., Schlamp K; Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University of Heidelberg, Heidelberg, Germany., Bendella Z; Department of Neuroradiology, Bonn University Hospital, Bonn, Germany., Pinetz T; Institute for Applied Mathematics, University of Bonn, Bonn, Germany., Schmeel C; Department of Neuroradiology, Bonn University Hospital, Bonn, Germany.; Clinical Neuroimaging Group, German Center for Neurodegenerative Diseases, DZNE, Bonn, Germany., Wick W; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany., Ringleb PA; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany., Floca R; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany., Möhlenbruch M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Radbruch A; Department of Neuroradiology, Bonn University Hospital, Bonn, Germany.; Clinical Neuroimaging Group, German Center for Neurodegenerative Diseases, DZNE, Bonn, Germany., Bendszus M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Maier-Hein K; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Pattern Analysis and Learning Group, Heidelberg University Hospital, Heidelberg, Germany., Vollmuth P; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany. philipp.vollmuth@med.uni-heidelberg.de.; Division for Computational Neuroimaging, Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany. philipp.vollmuth@med.uni-heidelberg.de.; Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany. philipp.vollmuth@med.uni-heidelberg.de. |
| Source: | Nature communications [Nat Commun] 2023 Aug 15; Vol. 14 (1), pp. 4938. Date of Electronic Publication: 2023 Aug 15. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-023-40564-8 |
