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Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function

Optical coherence tomography (OCT) is susceptible to the coherent noise, which is the speckle noise that deteriorates contrast and the detail structural information of OCT images, thus imposing significant limitations on the diagnostic capability of OCT. In this paper, we propose a novel OCT image d...

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Detalles Bibliográficos
Publicado en:Biomed Opt Express
Autores principales: Qiu, Bin, Huang, Zhiyu, Liu, Xi, Meng, Xiangxi, You, Yunfei, Liu, Gangjun, Yang, Kun, Maier, Andreas, Ren, Qiushi, Lu, Yanye
Formato: Artigo
Lenguaje:Inglês
Publicado: Optical Society of America 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7041484/
https://ncbi.nlm.nih.gov/pubmed/32133225
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.379551
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