A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images

A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images

Retinal Fluids (fluid collections) develop because of the accumulation of fluid in the retina, which may be caused by several retinal disorders, and can lead to loss of vision. Optical coherence tomography (OCT) provides non-invasive cross-sectional images of the retina and enables the visualization...

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Bibliographic Details
Main Authors: Mohammad Rahil, B. N. Anoop, G. N. Girish, Abhishek R. Kothari, Shashidhar G. Koolagudi, Jeny Rajan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Optical coherence tomography
retinal cysts
intra retinal fluid
sub retinal fluid
pigment epithelial detachment
ensemble-approach
Online Access:https://ieeexplore.ieee.org/document/10043848/

Internet

https://ieeexplore.ieee.org/document/10043848/

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