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Strategies to Improve Convolutional Neural Network Generalizability and Reference Standards for Glaucoma Detection From OCT Scans

PURPOSE: To develop and evaluate methods to improve the generalizability of convolutional neural networks (CNNs) trained to detect glaucoma from optical coherence tomography retinal nerve fiber layer probability maps, as well as optical coherence tomography circumpapillary disc (circle) b-scans, and...

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Detalhes bibliográficos
Publicado no:Transl Vis Sci Technol
Main Authors: Thakoor, Kaveri A., Li, Xinhui, Tsamis, Emmanouil, Zemborain, Zane Z., De Moraes, Carlos Gustavo, Sajda, Paul, Hood, Donald C.
Formato: Artigo
Idioma:Inglês
Publicado em: The Association for Research in Vision and Ophthalmology 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8054628/
https://ncbi.nlm.nih.gov/pubmed/34003990
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1167/tvst.10.4.16
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