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Microaneurysms detection in color fundus images using machine learning based on directional local contrast

BACKGROUND: As one of the major complications of diabetes, diabetic retinopathy (DR) is a leading cause of visual impairment and blindness due to delayed diagnosis and intervention. Microaneurysms appear as the earliest symptom of DR. Accurate and reliable detection of microaneurysms in color fundus...

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Detalles Bibliográficos
Autores principales: Long, Shengchun, Chen, Jiali, Hu, Ante, Liu, Haipeng, Chen, Zhiqing, Zheng, Dingchang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161183/
https://www.ncbi.nlm.nih.gov/pubmed/32295576
http://dx.doi.org/10.1186/s12938-020-00766-3