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Automatic detection of microaneurysms in optical coherence tomography images of retina using convolutional neural networks and transfer learning

Microaneurysms (MAs) are pathognomonic signs that help clinicians to detect diabetic retinopathy (DR) in the early stages. Automatic detection of MA in retinal images is an active area of research due to its application in screening processes for DR which is one of the main reasons of blindness amon...

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Detalles Bibliográficos
Autores principales: Almasi, Ramin, Vafaei, Abbas, Kazeminasab, Elahe, Rabbani, Hossein
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9385621/
https://www.ncbi.nlm.nih.gov/pubmed/35978087
http://dx.doi.org/10.1038/s41598-022-18206-8