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Integrating prior knowledge with deep learning for optimized quality control in corneal images: A multicenter study.

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Title: Integrating prior knowledge with deep learning for optimized quality control in corneal images: A multicenter study.
Authors: Li FF; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Li GX; Beijing Normal University, School of Artificial Intelligence, Beijing, PR China., Yu XX; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Zhang ZH; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Fu YN; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Wu SQ; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Wang Y; The First People's Hospital of Aksu District in Xinjiang, Aksu, PR China., Xiao C; The First People's Hospital of Aksu District in Xinjiang, Aksu, PR China., Ye YF; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China., Hu M; Aier Guangming Eye Hospital, Ningbo, PR China. Electronic address: tuzibuhao@163.com., Dai Q; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China. Electronic address: dq@mail.eye.ac.cn.
Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Jul; Vol. 267, pp. 108814. Date of Electronic Publication: 2025 Apr 28.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Integrating prior knowledge with deep learning for optimized quality control in corneal images: A multicenter study.
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  Data: <searchLink fieldCode="AU" term="%22Li+FF%22">Li FF</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Li+GX%22">Li GX</searchLink>; Beijing Normal University, School of Artificial Intelligence, Beijing, PR China.<br /><searchLink fieldCode="AU" term="%22Yu+XX%22">Yu XX</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Zhang+ZH%22">Zhang ZH</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Fu+YN%22">Fu YN</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Wu+SQ%22">Wu SQ</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; The First People's Hospital of Aksu District in Xinjiang, Aksu, PR China.<br /><searchLink fieldCode="AU" term="%22Xiao+C%22">Xiao C</searchLink>; The First People's Hospital of Aksu District in Xinjiang, Aksu, PR China.<br /><searchLink fieldCode="AU" term="%22Ye+YF%22">Ye YF</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China.<br /><searchLink fieldCode="AU" term="%22Hu+M%22">Hu M</searchLink>; Aier Guangming Eye Hospital, Ningbo, PR China. Electronic address: tuzibuhao@163.com.<br /><searchLink fieldCode="AU" term="%22Dai+Q%22">Dai Q</searchLink>; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, PR China. Electronic address: dq@mail.eye.ac.cn.
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  Data: <searchLink fieldCode="JN" term="%228506513%22">Computer methods and programs in biomedicine</searchLink> [Comput Methods Programs Biomed] 2025 Jul; Vol. 267, pp. 108814. <i>Date of Electronic Publication: </i>2025 Apr 28.
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  Data: Journal Article; Multicenter Study
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Scientific+Publishers%22">Elsevier Scientific Publishers </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>8506513 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-7565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201692607%22">01692607 </searchLink><i>NLM ISO Abbreviation: </i>Comput Methods Programs Biomed <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.cmpb.2025.108814
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              Text: 2025 Jul
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