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A multi-feature deep learning system to enhance glaucoma severity diagnosis with high accuracy and fast speed.
Xue, Ying; Zhu, Jiazhu; Huang, Xiaoling; Xu, Xiaobin; Li, Xiaojing; Zheng, Yameng; Zhu, Zhijing; Jin, Kai; Ye, Juan; Gong, Wei; Si, Ke.
Afiliação
  • Xue Y; State Key Laboratory of Modern Optical Instrumentation, Department of Psychiatry of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310012, China; College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, China; Liangzhu Laboratory, MOE Frontie
  • Zhu J; College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, China.
  • Huang X; Department of Ophthalmology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Xu X; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China.
  • Li X; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China.
  • Zheng Y; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China.
  • Zhu Z; School of Medicine, School of Computer & Computing Science, Zhejiang University City College, Hangzhou 310015, China.
  • Jin K; Department of Ophthalmology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Ye J; Department of Ophthalmology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. Electronic address: yejuan@zju.edu.cn.
  • Gong W; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China; School of Medicine, School of Computer & Computing Science, Zhejiang University
  • Si K; State Key Laboratory of Modern Optical Instrumentation, Department of Psychiatry of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310012, China; College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, China; Liangzhu Laboratory, MOE Frontie
J Biomed Inform ; 136: 104233, 2022 12.
Article em En | MEDLINE | ID: mdl-36280089
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Glaucoma / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Revista: J Biomed Inform Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Glaucoma / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Revista: J Biomed Inform Ano de publicação: 2022 Tipo de documento: Article