Forecasting future Humphrey Visual Fields using deep learning

PURPOSE: To determine if deep learning networks could be trained to forecast future 24–2 Humphrey Visual Fields (HVFs). METHODS: All data points from consecutive 24–2 HVFs from 1998 to 2018 were extracted from a university database. Ten-fold cross validation with a held out test set was used to deve...

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Detalles Bibliográficos
Autores principales: Wen, Joanne C., Lee, Cecilia S., Keane, Pearse A., Xiao, Sa, Rokem, Ariel S., Chen, Philip P., Wu, Yue, Lee, Aaron Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6450620/
https://www.ncbi.nlm.nih.gov/pubmed/30951547
http://dx.doi.org/10.1371/journal.pone.0214875

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6450620/
https://www.ncbi.nlm.nih.gov/pubmed/30951547
http://dx.doi.org/10.1371/journal.pone.0214875

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