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Acquisition time/dose reduction in pediatric PET imaging using patch-based deep learning.

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Title: Acquisition time/dose reduction in pediatric PET imaging using patch-based deep learning.
Authors: Han C; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA., Trout AT; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.; Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA., Li A; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA., Meier JG; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA., Alves VPV; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA., MacLean J; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA., Abu Ata N; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA., Li Y; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA., Sharp SE; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA., Anton CG; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA., Tang J; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA. jing.tang@uc.edu.
Source: EJNMMI physics [EJNMMI Phys] 2026 May 21; Vol. 13 (1). Date of Electronic Publication: 2026 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag, GmbH Country of Publication: Germany NLM ID: 101658952 Publication Model: Electronic Cited Medium: Print ISSN: 2197-7364 (Print) Linking ISSN: 21977364 NLM ISO Abbreviation: EJNMMI Phys Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Acquisition time/dose reduction in pediatric PET imaging using patch-based deep learning.
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  Data: <searchLink fieldCode="AU" term="%22Han+C%22">Han C</searchLink>; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA.<br /><searchLink fieldCode="AU" term="%22Trout+AT%22">Trout AT</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.; Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Li+A%22">Li A</searchLink>; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA.<br /><searchLink fieldCode="AU" term="%22Meier+JG%22">Meier JG</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Alves+VPV%22">Alves VPV</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22MacLean+J%22">MacLean J</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Abu+Ata+N%22">Abu Ata N</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Sharp+SE%22">Sharp SE</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Anton+CG%22">Anton CG</searchLink>; Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, OH, 45229, Cincinnati, USA.; Department of Radiology, University of Cincinnati College of Medicine, 3230 Eden Ave, OH, 45267, Cincinnati, USA.<br /><searchLink fieldCode="AU" term="%22Tang+J%22">Tang J</searchLink>; Department of Biomedical Engineering, University of Cincinnati, 2901 Woodside Drive, Cincinnati, OH, 45219, USA. jing.tang@uc.edu.
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  Data: <searchLink fieldCode="JN" term="%22101658952%22">EJNMMI physics</searchLink> [EJNMMI Phys] 2026 May 21; Vol. 13 (1). <i>Date of Electronic Publication: </i>2026 May 21.
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