Deep learning approach for the detection and quantification of intraretinal cystoid fluid in multivendor optical coherence tomography

We developed a deep learning algorithm for the automatic segmentation and quantification of intraretinal cystoid fluid (IRC) in spectral domain optical coherence tomography (SD-OCT) volumes independent of the device used for acquisition. A cascade of neural networks was introduced to include prior i...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Venhuizen, Freerk G., van Ginneken, Bram, Liefers, Bart, van Asten, Freekje, Schreur, Vivian, Fauser, Sascha, Hoyng, Carel, Theelen, Thomas, Sánchez, Clara I.
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5905905/
https://ncbi.nlm.nih.gov/pubmed/29675301
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.9.001545
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