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Open Access
Peer-reviewed
Research Article
Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model
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Yu-Chieh Ko ,
Contributed equally to this work with: Yu-Chieh Ko, Shih-Yu Wey
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Validation, Writing – original draft, Writing – review & editing
Affiliations Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan, Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan, Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
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Shih-Yu Wey ,
Contributed equally to this work with: Yu-Chieh Ko, Shih-Yu Wey
Roles Data curation, Formal analysis, Methodology, Software, Validation, Writing – original draft
Affiliation Department of Electronics Engineering, National Chiao-Tung University, HsinChu, Taiwan
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Wei-Ta Chen,
Roles Methodology, Resources, Writing – original draft
Affiliation Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
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Yu-Fan Chang,
Roles Data curation, Resources
Affiliations Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan, Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
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Mei-Ju Chen,
Roles Data curation, Resources
Affiliations Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan, Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
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Shih-Hwa Chiou,
Roles Project administration, Resources, Supervision, Writing – review & editing
Affiliations Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
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Catherine Jui-Ling Liu ,
Roles Conceptualization, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing
* E-mail: jlliu@vghtpe.gov.tw (CJL); cylee@si2lab.org (CYL)
¶‡ These authors also contributed equally to this work.
Affiliations Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan, Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
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Chen-Yi Lee
Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing
* E-mail: jlliu@vghtpe.gov.tw (CJL); cylee@si2lab.org (CYL)
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electronics Engineering, National Chiao-Tung University, HsinChu, Taiwan
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Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model
- Yu-Chieh Ko,
- Shih-Yu Wey,
- Wei-Ta Chen,
- Yu-Fan Chang,
- Mei-Ju Chen,
- Shih-Hwa Chiou,
- Catherine Jui-Ling Liu,
- Chen-Yi Lee
![PLOS](/resource/img/logo-plos.png)
- Published: May 14, 2020
- https://doi.org/10.1371/journal.pone.0233079