Blindness detection in diabetic retinopathy using Bayesian variant-based connected component algorithm in Keras and TensorFlow

The neuro-degenerative eye disease glaucoma is caused by an increase in eye pressure inside the retina. As the secondleading cause of blindness in the world, if an early diagnosis is not obtained, this can cause total blindness. Regarding this fundamental problem, there is a huge need to create a...

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Bibliographic Details
Main Authors: Shanmugavel Anantha Babu, Subramanian Murali, Ellappan Vijayan, Mahendran Anand, Lakshmanan Ramanathan
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2023-06-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
Online Access:https://ntv.ifmo.ru/file/article/22064.pdf