Cross-attention multi-branch network for fundus diseases classification using SLO images.

Xie, Hai; Zeng, Xianlu; Lei, Haijun; Du, Jie; Wang, Jiantao; Zhang, Guoming; Cao, Jiuwen; Wang, Tianfu; Lei, Baiying

Xie, Hai; Zeng, Xianlu; Lei, Haijun; Du, Jie; Wang, Jiantao; Zhang, Guoming; Cao, Jiuwen; Wang, Tianfu; Lei, Baiying.

Afiliación

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.
Zeng X; Shenzhen Eye Hospital, Shenzhen Key Ophthalmic Laboratory, Health Science Center, Shenzhen University, The Second Affiliated Hospital of Jinan University, Shenzhen, China.
Lei H; Guangdong Province Key Laboratory of Popular High-performance Computers, School of Computer and Software Engineering, Shenzhen University, Shenzhen, China.
Du J; 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.
Cao J; Key Lab for IOT and Information Fusion Technology of Zhejiang, Artificial Intelligence Institute, Hangzhou Dianzi University, Hangzhou, China.
Wang T; 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 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.

Med Image Anal ; 71: 102031, 2021 07.

Article en En | MEDLINE | ID: mdl-33798993

Asunto(s)

Procesamiento de Imagen Asistido por Computador; Fondo de Ojo; Humanos; Oftalmoscopía

Palabras clave

ASPP; Cross-attention; Depth-wise attention; Fundus diseases classification; Multi-branch network; SLO

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Países Bajos

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google