Effective Deep Learning Approach to Denoise Optical Coherence Tomography Images Using BM3D-Based Preprocessing of the Training Data Including Both Healthy and Pathological Cases

Retinal diseases are significant cause of visual impairment globally. In the worst case they may lead to severe vision loss or blindness. Accurate diagnosis is a key factor in the right treatment planning that can stop or slow the disease. The examination that can aid in the right diagnosis is Optic...

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Bibliographic Details
Main Authors: Piotr Bogacki, Andrzej Dziech
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10160015/