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Personalized eye protection for head CT organ-based tube current modulation: A deep learning approach to derive 3D eyeball models from a single-view topogram.

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Title: Personalized eye protection for head CT organ-based tube current modulation: A deep learning approach to derive 3D eyeball models from a single-view topogram.
Authors: Meng X; School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.; Healthcare Advanced Algorithm Department of HSW BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China., Zhu L; Healthcare Advanced Algorithm Department of HSW BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China., Chen S; Correction Algorithm Department of CT BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China., Liu M; School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.; MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China., Wang Y; Department of Radiology, Zhujiang Hospital of Southern Medical University, Guangzhou, China.; Department of Radiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.
Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2026 Jul; Vol. 27 (7), pp. e70665.
Publication Type: Journal Article
Journal Info: Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Personalized eye protection for head CT organ-based tube current modulation: A deep learning approach to derive 3D eyeball models from a single-view topogram.
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  Data: <searchLink fieldCode="AU" term="%22Meng+X%22">Meng X</searchLink>; School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.; Healthcare Advanced Algorithm Department of HSW BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China.<br /><searchLink fieldCode="AU" term="%22Zhu+L%22">Zhu L</searchLink>; Healthcare Advanced Algorithm Department of HSW BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China.<br /><searchLink fieldCode="AU" term="%22Chen+S%22">Chen S</searchLink>; Correction Algorithm Department of CT BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai, P.R. China.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.; MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Radiology, Zhujiang Hospital of Southern Medical University, Guangzhou, China.; Department of Radiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.
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  Data: <searchLink fieldCode="JN" term="%22101089176%22">Journal of applied clinical medical physics</searchLink> [J Appl Clin Med Phys] 2026 Jul; Vol. 27 (7), pp. e70665.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+on+behalf+of+American+Association+of+Physicists+in+Medicine%22">Wiley on behalf of American Association of Physicists in Medicine </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101089176 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1526-9914 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215269914%22">15269914 </searchLink><i>NLM ISO Abbreviation: </i>J Appl Clin Med Phys <i>Subsets: </i>MEDLINE
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        Value: 10.1002/acm2.70665
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        Text: English
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        StartPage: e70665
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      – TitleFull: Personalized eye protection for head CT organ-based tube current modulation: A deep learning approach to derive 3D eyeball models from a single-view topogram.
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            NameFull: Meng X
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            NameFull: Zhu L
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            NameFull: Chen S
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            – D: 01
              M: 07
              Text: 2026 Jul
              Type: published
              Y: 2026
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            – TitleFull: Journal of applied clinical medical physics
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