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Establishing discard criteria for lead aprons using deep learning-based quantification of defect area on X-ray fluoroscopic video.

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Title: Establishing discard criteria for lead aprons using deep learning-based quantification of defect area on X-ray fluoroscopic video.
Authors: Hanada K; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan. hanadako@ipu.ac.jp., Suzuki H; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Takahashi M; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Fuse H; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Kimura M; Department of Radiology, Tsuchiura Kyodo General Hospital, 4-1-1 Otsuno, Tsuchiura, 300-0028, Ibaraki, Japan., Sasaki K; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Yasue K; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Nosaka H; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Miyakawa S; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan., Koori N; Department of Radiological Technology, Niigata University of Health and Welfare, 1398 Shimami-cho, Niigata City, 950-3198, Niigata, Japan.
Source: Radiological physics and technology [Radiol Phys Technol] 2026 Jun 19. Date of Electronic Publication: 2026 Jun 19.
Publication Type: Journal Article
Journal Info: Publisher: Springer Japan Country of Publication: Japan NLM ID: 101467995 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1865-0341 (Electronic) Linking ISSN: 18650333 NLM ISO Abbreviation: Radiol Phys Technol Subsets: MEDLINE
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  Data: Establishing discard criteria for lead aprons using deep learning-based quantification of defect area on X-ray fluoroscopic video.
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  Data: <searchLink fieldCode="AU" term="%22Hanada+K%22">Hanada K</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan. hanadako@ipu.ac.jp.<br /><searchLink fieldCode="AU" term="%22Suzuki+H%22">Suzuki H</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Takahashi+M%22">Takahashi M</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Fuse+H%22">Fuse H</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Kimura+M%22">Kimura M</searchLink>; Department of Radiology, Tsuchiura Kyodo General Hospital, 4-1-1 Otsuno, Tsuchiura, 300-0028, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Sasaki+K%22">Sasaki K</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Yasue+K%22">Yasue K</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Nosaka+H%22">Nosaka H</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Miyakawa+S%22">Miyakawa S</searchLink>; Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, 4669‑2, Ami, Inashiki, 300‑0394, Ibaraki, Japan.<br /><searchLink fieldCode="AU" term="%22Koori+N%22">Koori N</searchLink>; Department of Radiological Technology, Niigata University of Health and Welfare, 1398 Shimami-cho, Niigata City, 950-3198, Niigata, Japan.
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              Text: 2026 Jun 19
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