Development of a β-Variational Autoencoder for Disentangled Latent Space Representation of Anterior Segment Optical Coherence Tomography Images

PURPOSE: To investigate the feasibility of extracting a low-dimensional latent structure of anterior segment optical coherence tomography (AS-OCT) images by use of a β-variational autoencoder (β-VAE). METHODS: We retrospectively collected 2111 AS-OCT images from 2111 eyes of 1261 participants from t...

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Detalles Bibliográficos
Autores principales: Shon, Kilhwan, Sung, Kyung Rim, Kwak, Jiehoon, Shin, Joong Won, Lee, Joo Yeon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842480/
https://www.ncbi.nlm.nih.gov/pubmed/35133405
http://dx.doi.org/10.1167/tvst.11.2.11

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842480/
https://www.ncbi.nlm.nih.gov/pubmed/35133405
http://dx.doi.org/10.1167/tvst.11.2.11

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