Detection of retinal diseases from OCT images using a VGG16 and transfer learning

Abstract The field of ophthalmology relies on digital image processing techniques, such as Optical Coherence Tomography (OCT), for diagnosing retinal diseases. However, manual interpretation of OCT images is time-consuming and prone to human error. This study developed a deep learning-based model to...

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Bibliographic Details
Main Authors: Wilwer J. Jaimes, Wilson J. Arenas, Humberto J. Navarro, Miguel Altuve
Format: Article
Language:English
Published: Springer 2025-02-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-06565-6
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