Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy

With the progression of diabetic retinopathy (DR) from the non-proliferative (NPDR) to proliferative (PDR) stage, the possibility of vision impairment increases significantly. Therefore, it is clinically important to detect the progression to PDR stage for proper intervention. We propose a segmentat...

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Detalles Bibliográficos
Autores principales: Alam, Minhaj, Zhao, Emma J., Lam, Carson K., Rubin, Daniel L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821182/
https://www.ncbi.nlm.nih.gov/pubmed/36615186
http://dx.doi.org/10.3390/jcm12010385

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821182/
https://www.ncbi.nlm.nih.gov/pubmed/36615186
http://dx.doi.org/10.3390/jcm12010385

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