A Survey on Intelligent Screening for Diabetic Retinopathy.
Chin Med Sci J
; 34(2): 120-132, 2019 Jun 30.
Article
em En
| MEDLINE
| ID: mdl-31315753
ABSTRACT
Diabetic retinopathy (DR) is one of the leading causes of vision loss and can be effectively avoided by screening, early diagnosis and treatment. In order to increase the universality and efficiency of DR screening, many efforts have been invested in developing intelligent screening, and there have been great advances. In this paper, we survey DR screening from four perspectives 1) public color fundus image datasets of DR; 2) DR classification and related lesion-extraction approaches; 3) existing computer-aided systems for DR screening; and 4) existing issues, challenges, and research trends. Our goal is to provide insights for future research directions on DR intelligent screening.
Texto completo:
1
Base de dados:
MEDLINE
Assunto principal:
Programas de Rastreamento
/
Retinopatia Diabética
Tipo de estudo:
Diagnostic_studies
/
Prognostic_studies
/
Screening_studies
Limite:
Humans
Idioma:
En
Revista:
Chin Med Sci J
Assunto da revista:
TERAPIAS COMPLEMENTARES
Ano de publicação:
2019
Tipo de documento:
Article
País de afiliação:
China