Localization and diagnosis framework for pediatric cataracts based on slit-lamp images using deep features of a convolutional neural network

• Xiyang Liu ,

  Contributed equally to this work with: Xiyang Liu, Jiewei Jiang

  * E-mail: gddlht@gmail.com (H.T.L); xyliu@xidian.edu.cn (X.Y.Liu)

  Affiliations School of Computer Science and Technology, Xidian University, Xi’an, China, School of Software, Xidian University, Xi’an, China

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• Jiewei Jiang ,

  Contributed equally to this work with: Xiyang Liu, Jiewei Jiang

  Affiliation School of Computer Science and Technology, Xidian University, Xi’an, China

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• Kai Zhang,

  Affiliation School of Computer Science and Technology, Xidian University, Xi’an, China

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• Erping Long,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Jiangtao Cui,

  Affiliation School of Computer Science and Technology, Xidian University, Xi’an, China

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• Mingmin Zhu,

  Affiliation School of Mathematics and Statistics, Xidian University, Xi’an, China

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• Yingying An,

  Affiliation School of Computer Science and Technology, Xidian University, Xi’an, China

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• Jia Zhang,

  Affiliation School of Computer Science and Technology, Xidian University, Xi’an, China

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• Zhenzhen Liu,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Zhuoling Lin,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Xiaoyan Li,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Jingjing Chen,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Qianzhong Cao,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Jing Li,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Xiaohang Wu,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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• Dongni Wang,

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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•  [ ... ],
• Haotian Lin

  * E-mail: gddlht@gmail.com (H.T.L); xyliu@xidian.edu.cn (X.Y.Liu)

  Affiliation State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

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