Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning.

Zhao, Rongchang; Chen, Xuanlin; Chen, Zailiang; Li, Shuo

Zhao, Rongchang; Chen, Xuanlin; Chen, Zailiang; Li, Shuo.

Afiliação

Zhao R; School of Computer Science and Engineering, Central South University, Changsha, 410083, China.
Chen X; School of Computer Science and Engineering, Central South University, Changsha, 410083, China.
Chen Z; School of Computer Science and Engineering, Central South University, Changsha, 410083, China.
Li S; Western University, London, ON, Canada. Electronic address: sli287@uwo.ca.

Med Image Anal ; 75: 102295, 2022 01.

Article em En | MEDLINE | ID: mdl-34753022

Assuntos

Glaucoma; Currículo; Fundo de Olho; Glaucoma/diagnóstico por imagem; Humanos

Palavras-chave

Computer-aided diagnosis; Curriculum learning; Data imbalance; Feature augmentation; Glaucoma diagnosis; Self ensembling

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Glaucoma Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo

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PubMed Links

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Glaucoma Idioma: En Ano de publicação: 2022 Tipo de documento: Article