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Epiretinal Membrane Detection at the Ophthalmologist Level using Deep Learning of Optical Coherence Tomography

Purpose: Previous deep learning studies on optical coherence tomography (OCT) mainly focused on diabetic retinopathy and age-related macular degeneration. We proposed a deep learning model that can identify epiretinal membrane (ERM) in OCT with ophthalmologist-level performance. Design: Cross-sectio...

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Detalles Bibliográficos
Autores principales: Lo, Ying-Chih, Lin, Keng-Hung, Bair, Henry, Sheu, Wayne Huey-Herng, Chang, Chi-Sen, Shen, Ying-Cheng, Hung, Che-Lun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7242423/
https://www.ncbi.nlm.nih.gov/pubmed/32439844
http://dx.doi.org/10.1038/s41598-020-65405-2