AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images.

Xie, Hai; Lei, Haijun; Zeng, Xianlu; He, Yejun; Chen, Guozhen; Elazab, Ahmed; Yue, Guanghui; Wang, Jiantao; Zhang, Guoming; Lei, Baiying

Xie, Hai; Lei, Haijun; Zeng, Xianlu; He, Yejun; Chen, Guozhen; Elazab, Ahmed; Yue, Guanghui; Wang, Jiantao; Zhang, Guoming; Lei, Baiying.

Afiliação

Xie H; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.
Lei H; School of Computer and Software Engineering, Shenzhen University, Guangdong Province Key Laboratory of Popular High-performance Computers, Shenzhen, China.
Zeng X; Shenzhen Eye Hospital; Shenzhen Key Ophthalmic Laboratory, Health Science Center, Shenzhen University, The Second Affiliated Hospital of Jinan University, Shenzhen, China.
He Y; College of Electronics and Information Engineering, Shenzhen University, China; Guangdong Engineering Research Center of Base Station Antennas and Propagation, Shenzhen Key Lab of Antennas and Propagation, Shenzhen, China.
Chen G; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.
Elazab A; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China; Computer Science Department, Misr Higher Institu
Yue G; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.
Wang J; Shenzhen Eye Hospital; Shenzhen Key Ophthalmic Laboratory, Health Science Center, Shenzhen University, The Second Affiliated Hospital of Jinan University, Shenzhen, China.
Zhang G; Shenzhen Eye Hospital; Shenzhen Key Ophthalmic Laboratory, Health Science Center, Shenzhen University, The Second Affiliated Hospital of Jinan University, Shenzhen, China. Electronic address: 13823509060@163.com.
Lei B; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China. Electronic address: leiby@szu.edu.cn.

Neural Netw ; 132: 477-490, 2020 Dec.

Article em En | MEDLINE | ID: mdl-33039786

Assuntos

Processamento de Imagem Assistida por Computador/métodos; Redes Neurais de Computação; Oftalmoscopia/métodos; Fundo de Olho; Humanos; Lasers; Oftalmoscópios

Palavras-chave

Attention encoder; Experts labeling; Fundus disease detection; GAN; Multi-branch structure; Scanning laser ophthalmoscopy

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Oftalmoscopia / Processamento de Imagem Assistida por Computador / Redes Neurais de Computação Tipo de estudo: Diagnostic_studies Limite: Humans Idioma: En Revista: Neural Netw Assunto da revista: NEUROLOGIA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: China

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