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Multi-Comparison of Different Ocular Imaging Modality-based Deep Learning Models for Visually Significant Cataract Detection.

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Title: Multi-Comparison of Different Ocular Imaging Modality-based Deep Learning Models for Visually Significant Cataract Detection.
Authors: Goh JHL; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Lei X; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore., Chee ML; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Qian Y; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore., Yu M; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Rim TH; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore., Nusinovici S; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore., Chen DZ; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore., Koh KH; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Yew SME; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore., Chen Y; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Koh VTC; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore., Sabanayagam C; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore., Wong TY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Beijing Visual Science and Translational Eye Research Institute, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.; School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China., Xu X; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore., Goh RSM; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore., Liu Y; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore., Cheng CY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore., Tham YC; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.
Source: Ophthalmology science [Ophthalmol Sci] 2025 Jun 03; Vol. 5 (6), pp. 100837. Date of Electronic Publication: 2025 Jun 03 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier, B.V Country of Publication: Netherlands NLM ID: 9918230896206676 Publication Model: eCollection Cited Medium: Internet ISSN: 2666-9145 (Electronic) Linking ISSN: 26669145 NLM ISO Abbreviation: Ophthalmol Sci Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Multi-Comparison of Different Ocular Imaging Modality-based Deep Learning Models for Visually Significant Cataract Detection.
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  Data: <searchLink fieldCode="AU" term="%22Goh+JHL%22">Goh JHL</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Lei+X%22">Lei X</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore.<br /><searchLink fieldCode="AU" term="%22Chee+ML%22">Chee ML</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Qian+Y%22">Qian Y</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore.<br /><searchLink fieldCode="AU" term="%22Yu+M%22">Yu M</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Rim+TH%22">Rim TH</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Nusinovici+S%22">Nusinovici S</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Chen+DZ%22">Chen DZ</searchLink>; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Koh+KH%22">Koh KH</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Yew+SME%22">Yew SME</searchLink>; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Koh+VTC%22">Koh VTC</searchLink>; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Sabanayagam+C%22">Sabanayagam C</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Wong+TY%22">Wong TY</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Beijing Visual Science and Translational Eye Research Institute, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.; School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore.<br /><searchLink fieldCode="AU" term="%22Goh+RSM%22">Goh RSM</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A∗STAR), Singapore.<br /><searchLink fieldCode="AU" term="%22Cheng+CY%22">Cheng CY</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Tham+YC%22">Tham YC</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School Singapore, Singapore.; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore.
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  Data: <searchLink fieldCode="JN" term="%229918230896206676%22">Ophthalmology science</searchLink> [Ophthalmol Sci] 2025 Jun 03; Vol. 5 (6), pp. 100837. <i>Date of Electronic Publication: </i>2025 Jun 03 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%2C+B%2EV%22">Elsevier, B.V </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9918230896206676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2666-9145 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226669145%22">26669145 </searchLink><i>NLM ISO Abbreviation: </i>Ophthalmol Sci <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1016/j.xops.2025.100837
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              Text: 2025 Jun 03
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