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Support vector machine and deep-learning object detection for localisation of hard exudates

Hard exudates are one of the main clinical findings in the retinal images of patients with diabetic retinopathy. Detecting them early significantly impacts the treatment of underlying diseases; therefore, there is a need for automated systems with high reliability. We propose a novel method for iden...

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Detalles Bibliográficos
Autores principales: Kurilová, Veronika, Goga, Jozef, Oravec, Miloš, Pavlovičová, Jarmila, Kajan, Slavomír
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346563/
https://www.ncbi.nlm.nih.gov/pubmed/34362989
http://dx.doi.org/10.1038/s41598-021-95519-0