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Explaining the Rationale of Deep Learning Glaucoma Decisions with Adversarial Examples.
Chang, Jooyoung; Lee, Jinho; Ha, Ahnul; Han, Young Soo; Bak, Eunoo; Choi, Seulggie; Yun, Jae Moon; Kang, Uk; Shin, Il Hyung; Shin, Joo Young; Ko, Taehoon; Bae, Ye Seul; Oh, Baek-Lok; Park, Ki Ho; Park, Sang Min.
Affiliation
  • Chang J; Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea.
  • Lee J; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, Republic of Korea.
  • Ha A; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Seoul National University Hospital, Seoul, Republic of Korea.
  • Han YS; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Seoul National University Hospital, Seoul, Republic of Korea.
  • Bak E; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Seoul National University Hospital, Seoul, Republic of Korea.
  • Choi S; Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea.
  • Yun JM; Department of Family Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
  • Kang U; InTheSmart Co., Ltd., Seoul, Republic of Korea; Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.
  • Shin IH; InTheSmart Co., Ltd., Seoul, Republic of Korea.
  • Shin JY; Department of Ophthalmology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Republic of Korea.
  • Ko T; Office of Hospital Information, Seoul National University Hospital, Seoul, Republic of Korea.
  • Bae YS; Department of Family Medicine, Seoul National University Hospital, Seoul, Republic of Korea; Office of Hospital Information, Seoul National University Hospital, Seoul, Republic of Korea.
  • Oh BL; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Seoul National University Hospital, Seoul, Republic of Korea.
  • Park KH; Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Ophthalmology, Seoul National University Hospital, Seoul, Republic of Korea. Electronic address: kihopark@snu.ac.kr.
  • Park SM; Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea; Department of Family Medicine, Seoul National University Hospital, Seoul, Republic of Korea. Electronic address: smpark.snuh@gmail.com.
Ophthalmology ; 128(1): 78-88, 2021 01.
Article in En | MEDLINE | ID: mdl-32598951
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Full text: 1 Database: MEDLINE Main subject: Optic Disk / Glaucoma / Decision Making / Machine Learning / Deep Learning Type of study: Prognostic_studies Limits: Female / Humans / Male / Middle aged Language: En Year: 2021 Type: Article
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Full text: 1 Database: MEDLINE Main subject: Optic Disk / Glaucoma / Decision Making / Machine Learning / Deep Learning Type of study: Prognostic_studies Limits: Female / Humans / Male / Middle aged Language: En Year: 2021 Type: Article