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Ultrafast deep learning super-resolution single-shot T2-weighted imaging for robust edema visualization in cardiovascular magnetic resonance.

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Title: Ultrafast deep learning super-resolution single-shot T2-weighted imaging for robust edema visualization in cardiovascular magnetic resonance.
Authors: Aziz-Safaie T; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Katemann C; Philips GmbH Market DACH, Hamburg, Germany., Peeters JM; Philips MR Clinical Science, Netherlands., Weber OM; Philips GmbH Market DACH, Hamburg, Germany., Bischoff LM; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Kravchenko D; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Mesropyan N; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Vollbrecht TM; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Beissel LD; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Pieper CC; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany., Kuetting D; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Luetkens JA; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany., Isaak A; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany. Electronic address: alexander.isaak@ukbonn.de.
Source: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance [J Cardiovasc Magn Reson] 2026 Summer; Vol. 28 (1), pp. 102708. Date of Electronic Publication: 2026 Mar 07.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9815616 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-429X (Electronic) Linking ISSN: 10976647 NLM ISO Abbreviation: J Cardiovasc Magn Reson Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Ultrafast deep learning super-resolution single-shot T2-weighted imaging for robust edema visualization in cardiovascular magnetic resonance.
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  Data: <searchLink fieldCode="AU" term="%22Aziz-Safaie+T%22">Aziz-Safaie T</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Katemann+C%22">Katemann C</searchLink>; Philips GmbH Market DACH, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Peeters+JM%22">Peeters JM</searchLink>; Philips MR Clinical Science, Netherlands.<br /><searchLink fieldCode="AU" term="%22Weber+OM%22">Weber OM</searchLink>; Philips GmbH Market DACH, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Bischoff+LM%22">Bischoff LM</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Kravchenko+D%22">Kravchenko D</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Mesropyan+N%22">Mesropyan N</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Vollbrecht+TM%22">Vollbrecht TM</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Beissel+LD%22">Beissel LD</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Pieper+CC%22">Pieper CC</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Kuetting+D%22">Kuetting D</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory 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; Quantitative Imaging Laboratory Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Isaak+A%22">Isaak A</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany; Quantitative Imaging Laboratory Bonn, Bonn, Germany. Electronic address: alexander.isaak@ukbonn.de.
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  Data: <searchLink fieldCode="JN" term="%229815616%22">Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance</searchLink> [J Cardiovasc Magn Reson] 2026 Summer; Vol. 28 (1), pp. 102708. <i>Date of Electronic Publication: </i>2026 Mar 07.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9815616 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1532-429X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210976647%22">10976647 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiovasc Magn Reson <i>Subsets: </i>MEDLINE
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              Text: 2026 Summer
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