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Deep learning improves image quality in motion-robust and sedation-free pediatric brain MRI.

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Title: Deep learning improves image quality in motion-robust and sedation-free pediatric brain MRI.
Authors: Baz AM; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany. magdalena.baz@ukbonn.de., Bendella Z; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany., Katemann C; Philips GmbH Market DACH, Hamburg, Germany., Sprinkart AM; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany., Weiss K; Philips GmbH Market DACH, Hamburg, Germany., Weber OM; Philips GmbH Market DACH, Hamburg, Germany., Peeters JM; Philips Healthcare, Best, The Netherlands., Lehnen NC; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany., Clauberg R; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany., Luetkens JA; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany., Radbruch A; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany., Wichtmann BD; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Source: European radiology [Eur Radiol] 2026 Apr 02. Date of Electronic Publication: 2026 Apr 02.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep learning improves image quality in motion-robust and sedation-free pediatric brain MRI.
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  Data: <searchLink fieldCode="AU" term="%22Baz+AM%22">Baz AM</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany. magdalena.baz@ukbonn.de.<br /><searchLink fieldCode="AU" term="%22Bendella+Z%22">Bendella Z</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Katemann+C%22">Katemann C</searchLink>; Philips GmbH Market DACH, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Sprinkart+AM%22">Sprinkart AM</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Weiss+K%22">Weiss K</searchLink>; Philips GmbH Market DACH, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Weber+OM%22">Weber OM</searchLink>; Philips GmbH Market DACH, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Peeters+JM%22">Peeters JM</searchLink>; Philips Healthcare, Best, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Lehnen+NC%22">Lehnen NC</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Clauberg+R%22">Clauberg R</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Luetkens+JA%22">Luetkens JA</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Radbruch+A%22">Radbruch A</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Wichtmann+BD%22">Wichtmann BD</searchLink>; Department of Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Bonn, Germany.; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
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  Data: <searchLink fieldCode="JN" term="%229114774%22">European radiology</searchLink> [Eur Radiol] 2026 Apr 02. <i>Date of Electronic Publication: </i>2026 Apr 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International%22">Springer International </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9114774 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1084 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209387994%22">09387994 </searchLink><i>NLM ISO Abbreviation: </i>Eur Radiol <i>Subsets: </i>MEDLINE
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              Text: 2026 Apr 02
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