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Open Access
Peer-reviewed
Research Article
From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning
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Zhi Da Soh ,
Contributed equally to this work with: Zhi Da Soh, Yixing Jiang
Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Writing – original draft
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Yixing Jiang ,
Contributed equally to this work with: Zhi Da Soh, Yixing Jiang
Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft
Affiliation Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
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Sakthi Selvam S/O Ganesan,
Roles Investigation, Methodology
Affiliation Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
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Menghan Zhou,
Roles Formal analysis, Writing – review & editing
Affiliation Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
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Monisha Nongiur,
Roles Writing – review & editing
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Shivani Majithia,
Roles Writing – review & editing
Affiliation Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
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Yih Chung Tham,
Roles Writing – review & editing
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Tyler Hyungtaek Rim,
Roles Writing – review & editing
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Chaoxu Qian,
Roles Writing – review & editing
Affiliation Department of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, China
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Victor Koh,
Roles Writing – review & editing
Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Department of Ophthalmology, National University Hospital, Singapore
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Tin Aung,
Roles Writing – review & editing
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Tien Yin Wong,
Roles Writing – review & editing
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Tsinghua Medicine, Tsinghua University, China
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Xinxing Xu,
Roles Methodology, Supervision, Writing – review & editing
Affiliation Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
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Yong Liu ,
Roles Software, Supervision, Writing – review & editing
¶‡ YL and C-YC also contributed equally to this work.
Affiliation Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore
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Ching-Yu Cheng
Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing
* E-mail: chingyu.cheng@duke-nus.edu.sg
¶‡ YL and C-YC also contributed equally to this work.
Affiliations Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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From 2 dimensions to 3rd dimension: Quantitative prediction of anterior chamber depth from anterior segment photographs via deep-learning
- Zhi Da Soh,
- Yixing Jiang,
- Sakthi Selvam S/O Ganesan,
- Menghan Zhou,
- Monisha Nongiur,
- Shivani Majithia,
- Yih Chung Tham,
- Tyler Hyungtaek Rim,
- Chaoxu Qian,
- Victor Koh
- Published: February 1, 2023
- https://doi.org/10.1371/journal.pdig.0000193