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Effects of a deep learning-based image quality enhancement method on a digital-BGO PET/CT system for 18F-FDG whole-body examination.

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Title: Effects of a deep learning-based image quality enhancement method on a digital-BGO PET/CT system for 18F-FDG whole-body examination.
Authors: Miwa K; Department of Radiological Sciences, School of Health Sciences, Fukushima Medical University, 10-6 Sakaemachi, Fukushima-Shi, Fukushima, 960-8516, Japan. kenta5710@gmail.com., Yamagishi S; Center of Radiology and Diagnostic Imaging, Aizawa Hospital, 2-5-1 Honjo, Matsumoto-Shi, Nagano, 390-8510, Japan., Kamitaki S; Center of Radiology and Diagnostic Imaging, Aizawa Hospital, 2-5-1 Honjo, Matsumoto-Shi, Nagano, 390-8510, Japan., Anraku K; Center of Radiology and Diagnostic Imaging, Aizawa Hospital, 2-5-1 Honjo, Matsumoto-Shi, Nagano, 390-8510, Japan., Sato S; Center of Radiology and Diagnostic Imaging, Aizawa Hospital, 2-5-1 Honjo, Matsumoto-Shi, Nagano, 390-8510, Japan., Yamao T; Department of Radiological Sciences, School of Health Sciences, Fukushima Medical University, 10-6 Sakaemachi, Fukushima-Shi, Fukushima, 960-8516, Japan., Miyaji N; Department of Radiological Sciences, School of Health Sciences, Fukushima Medical University, 10-6 Sakaemachi, Fukushima-Shi, Fukushima, 960-8516, Japan., Wachi K; Department of Radiological Sciences, School of Health Sciences, Fukushima Medical University, 10-6 Sakaemachi, Fukushima-Shi, Fukushima, 960-8516, Japan., Akiya N; Department of Radiological Sciences, School of Health Sciences, Fukushima Medical University, 10-6 Sakaemachi, Fukushima-Shi, Fukushima, 960-8516, Japan., Wagatsuma K; School of Allied Health Sciences, Kitasato University, 1-15-1 Kitazato, Minami-Ku, Sagamihara, Kanagawa, 252-0373, Japan., Oguchi K; Center of Radiology and Diagnostic Imaging, Aizawa Hospital, 2-5-1 Honjo, Matsumoto-Shi, Nagano, 390-8510, Japan.
Source: EJNMMI physics [EJNMMI Phys] 2025 Mar 28; Vol. 12 (1), pp. 29. Date of Electronic Publication: 2025 Mar 28.
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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ISSN:2197-7364
DOI:10.1186/s40658-025-00742-7