A fundus image classification framework for learning with noisy labels.

Hu, Tingxin; Yang, Bingyu; Guo, Jia; Zhang, Weihang; Liu, Hanruo; Wang, Ningli; Li, Huiqi

Hu, Tingxin; Yang, Bingyu; Guo, Jia; Zhang, Weihang; Liu, Hanruo; Wang, Ningli; Li, Huiqi.

Afiliación

Hu T; Beijing Institute of Technology, No. 5, Zhong Guan Cun South Street, Beijing, 100081, China.
Yang B; Beijing Institute of Technology, No. 5, Zhong Guan Cun South Street, Beijing, 100081, China.
Guo J; Beijing Institute of Technology, No. 5, Zhong Guan Cun South Street, Beijing, 100081, China.
Zhang W; Beijing Institute of Technology, No. 5, Zhong Guan Cun South Street, Beijing, 100081, China. Electronic address: zhangweihang@bit.edu.cn.
Liu H; Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China.
Wang N; Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China.
Li H; Beijing Institute of Technology, No. 5, Zhong Guan Cun South Street, Beijing, 100081, China. Electronic address: huiqili@bit.edu.cn.

Comput Med Imaging Graph ; 108: 102278, 2023 09.

Article en En | MEDLINE | ID: mdl-37586260

Asunto(s)

Algoritmos; Diagnóstico por Computador; Fondo de Ojo

Palabras clave

Confidence learning; Fundus diseases classification; Negative learning; Noisy labels; Sharpness-aware minimization

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Diagnóstico por Computador Tipo de estudio: Diagnostic_studies Idioma: En Revista: Comput Med Imaging Graph Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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