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Ultra-Fast Pediatric Brain MRI for Toddlers and Young Children Using Deep Learning AccelerationSebastian Altmann, M.D.; Vanessa Schöffling, M.A.; Ahmed Othman, M.D., MHBA 
Johannes Gutenberg University (JGU) Medical Center Mainz, Department of Neuroradiology, Center for Imaging, Minimally Invasive and Molecular Therapy, Mainz, Germany

The authors describe the successful clinical implementation of an ultra-fast, T2-weighted, deep learning-enhanced MRI protocol tailored to pediatric patients, especially to those aged from 6 months* to 6 years. They provide a detailed overview of their workflow, with practical recommendations for patient preparation, positioning, and scan execution aimed at optimizing outcomes in both routine follow-ups and emergency pediatric imaging scenarios.

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Contact

Sebastian Altmann, M.D.
Johannes Gutenberg University (JGU)
Medical Center Mainz
Department of Neuroradiology
Center for Imaging, Minimally Invasive
and Molecular Therapy
Langenbeckstr. 1
55131 Mainz
Germany
Tel.: +49 (0) 6131 17-6256
Sebastian.Altmann@unimedizin-mainz.de


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Vanessa Schöffling, M.A
Johannes Gutenberg University (JGU)
Medical Center Mainz
Department of Neuroradiology
Center for Imaging, Minimally Invasive
and Molecular Therapy
Langenbeckstr. 1
55131 Mainz
Germany
VanessaInes.Schoeffling@unimedizin-mainz.de

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Professor Ahmed Othman, M.D., EBIR
Johannes Gutenberg University (JGU)
Medical Center Mainz
Department of Neuroradiology
Center for Imaging, Minimally Invasive
and Molecular Therapy
Langenbeckstr. 1
55131 Mainz
Germany
Ahmed.Othman@unimedizin-mainz.de