Improved image quality and reduced acquisition time in brain MRI using deep learning-based reconstruction: A quantitative and subjective assessment compared to standard MPRAGE in 0.55 T MRI.

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Title: Improved image quality and reduced acquisition time in brain MRI using deep learning-based reconstruction: A quantitative and subjective assessment compared to standard MPRAGE in 0.55 T MRI.
Authors: Saeed S; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany. Electronic address: Saher.Saeed@muehlenkreiskliniken.de., Nickel D; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Weiland E; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Frohwein LJ; Scientific Partnerships, Siemens Healthineers AG, Erlangen, Germany., Niehoff JH; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Reiman G; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Schreck J; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Haag N; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Boriesosdick J; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Schoenbeck D; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Katz M; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Shahzadi I; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Woeltjen MM; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Kroeger JR; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Borggrefe J; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany., Moenninghoff C; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.
Source: Magnetic resonance imaging [Magn Reson Imaging] 2026 Jun; Vol. 129, pp. 110656. Date of Electronic Publication: 2026 Mar 05.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8214883 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5894 (Electronic) Linking ISSN: 0730725X NLM ISO Abbreviation: Magn Reson Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Improved image quality and reduced acquisition time in brain MRI using deep learning-based reconstruction: A quantitative and subjective assessment compared to standard MPRAGE in 0.55 T MRI.
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  Data: <searchLink fieldCode="AU" term="%22Saeed+S%22">Saeed S</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany. Electronic address: Saher.Saeed@muehlenkreiskliniken.de.<br /><searchLink fieldCode="AU" term="%22Nickel+D%22">Nickel D</searchLink>; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Weiland+E%22">Weiland E</searchLink>; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Frohwein+LJ%22">Frohwein LJ</searchLink>; Scientific Partnerships, Siemens Healthineers AG, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Niehoff+JH%22">Niehoff JH</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Reiman+G%22">Reiman G</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Schreck+J%22">Schreck J</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Haag+N%22">Haag N</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Boriesosdick+J%22">Boriesosdick J</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Schoenbeck+D%22">Schoenbeck D</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Katz+M%22">Katz M</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Shahzadi+I%22">Shahzadi I</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Woeltjen+MM%22">Woeltjen MM</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Kroeger+JR%22">Kroeger JR</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Borggrefe+J%22">Borggrefe J</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.<br /><searchLink fieldCode="AU" term="%22Moenninghoff+C%22">Moenninghoff C</searchLink>; Ruhr University Bochum, Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling Hospital, Hans-Nolte-Str. 1, 32429 Minden, Germany.
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