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Differentiation of benign and malignant vertebral fractures using a convolutional neural network to extract CT-based texture features.

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Title: Differentiation of benign and malignant vertebral fractures using a convolutional neural network to extract CT-based texture features.
Authors: Goller SS; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany. sophia.goller@med.uni-muenchen.de., Foreman SC; Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Rischewski JF; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany., Weißinger J; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany., Dietrich AS; Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Schinz D; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Stahl R; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany., Luitjens J; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.; Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA., Siller S; Department of Neurosurgery, University Hospital, LMU Munich, Munich, Germany., Schmidt VF; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany., Erber B; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany., Ricke J; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany., Liebig T; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany., Kirschke JS; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Dieckmeyer M; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, University Hospital, University of Bern, Bern, Switzerland., Gersing AS; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.
Source: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society [Eur Spine J] 2023 Dec; Vol. 32 (12), pp. 4314-4320. Date of Electronic Publication: 2023 Jul 04.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 9301980 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-0932 (Electronic) Linking ISSN: 09406719 NLM ISO Abbreviation: Eur Spine J Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Goller+SS%22">Goller SS</searchLink>; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany. sophia.goller@med.uni-muenchen.de.<br /><searchLink fieldCode="AU" term="%22Foreman+SC%22">Foreman SC</searchLink>; Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Rischewski+JF%22">Rischewski JF</searchLink>; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Weißinger+J%22">Weißinger J</searchLink>; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Dietrich+AS%22">Dietrich AS</searchLink>; Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Schinz+D%22">Schinz D</searchLink>; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Stahl+R%22">Stahl R</searchLink>; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Luitjens+J%22">Luitjens J</searchLink>; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.; Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Siller+S%22">Siller S</searchLink>; Department of Neurosurgery, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Schmidt+VF%22">Schmidt VF</searchLink>; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Erber+B%22">Erber B</searchLink>; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Ricke+J%22">Ricke J</searchLink>; Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Liebig+T%22">Liebig T</searchLink>; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Kirschke+JS%22">Kirschke JS</searchLink>; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Dieckmeyer+M%22">Dieckmeyer M</searchLink>; Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, University Hospital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Gersing+AS%22">Gersing AS</searchLink>; Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany.
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