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Image optimization for low-dose 18F-FDG breast PET/MRI using deep learning: a pilot study.

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Title: Image optimization for low-dose 18F-FDG breast PET/MRI using deep learning: a pilot study.
Authors: Keigley QJ; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA., Henze Bancroft LC; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA., Salem K; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA., Su KH; GE HealthCare, Chicago, IL, USA., Mehranian A; GE HealthCare, Chicago, IL, USA., Spangler-Bickell MG; GE HealthCare, Chicago, IL, USA., McMillan AB; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA., Perlman SB; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA., Strigel RM; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA., Bradshaw TJ; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA., Hurley SA; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA., Mao L; Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, 610 Walnut Street, Madison, WI, 53726, USA., Fowler AM; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA. afowler@uwhealth.org.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA. afowler@uwhealth.org.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA. afowler@uwhealth.org.
Source: EJNMMI physics [EJNMMI Phys] 2026 Jul 15. Date of Electronic Publication: 2026 Jul 15.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag, GmbH Country of Publication: Germany NLM ID: 101658952 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2197-7364 (Print) Linking ISSN: 21977364 NLM ISO Abbreviation: EJNMMI Phys
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  Data: Image optimization for low-dose <superscript>18</superscript>F-FDG breast PET/MRI using deep learning: a pilot study.
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  Data: <searchLink fieldCode="AU" term="%22Keigley+QJ%22">Keigley QJ</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Henze+Bancroft+LC%22">Henze Bancroft LC</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Salem+K%22">Salem K</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Su+KH%22">Su KH</searchLink>; GE HealthCare, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Mehranian+A%22">Mehranian A</searchLink>; GE HealthCare, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Spangler-Bickell+MG%22">Spangler-Bickell MG</searchLink>; GE HealthCare, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22McMillan+AB%22">McMillan AB</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Perlman+SB%22">Perlman SB</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Strigel+RM%22">Strigel RM</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Bradshaw+TJ%22">Bradshaw TJ</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA.<br /><searchLink fieldCode="AU" term="%22Hurley+SA%22">Hurley SA</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA.<br /><searchLink fieldCode="AU" term="%22Mao+L%22">Mao L</searchLink>; Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, 610 Walnut Street, Madison, WI, 53726, USA.<br /><searchLink fieldCode="AU" term="%22Fowler+AM%22">Fowler AM</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, 600 Highland Avenue, Madison, WI, 53792, USA. afowler@uwhealth.org.; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, Madison, WI, 53705, USA. afowler@uwhealth.org.; University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA. afowler@uwhealth.org.
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