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Deep feature loss to denoise OCT images using deep neural networks

Significance: Speckle noise is an inherent limitation of optical coherence tomography (OCT) images that makes clinical interpretation challenging. The recent emergence of deep learning could offer a reliable method to reduce noise in OCT images. Aim: We sought to investigate the use of deep features...

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Detalhes bibliográficos
Publicado no:J Biomed Opt
Main Authors: Mehdizadeh, Maryam, MacNish, Cara, Xiao, Di, Alonso-Caneiro, David, Kugelman, Jason, Bennamoun, Mohammed
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8062795/
https://ncbi.nlm.nih.gov/pubmed/33893726
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JBO.26.4.046003
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