Demographics Prediction and Heatmap Generation From OCT Images of Anterior Segment of the Eye: A Vision Transformer Model Study

PURPOSE: To predict demographic characteristics from anterior segment optical coherence tomography (AS-OCT) images of eyes using a Vision Transformer (ViT) model. METHODS: A total of 2970 AS-OCT images were used to train, validate, and test a ViT to predict age and sex, and 2616 images were used for...

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Detalles Bibliográficos
Autores principales: Lee, Yun Jeong, Choe, Sooyeon, Wy, Seoyoung, Jang, Mirinae, Jeoung, Jin Wook, Choi, Hyuk Jin, Park, Ki Ho, Sun, Sukkyu, Kim, Young Kook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652725/
https://www.ncbi.nlm.nih.gov/pubmed/36355387
http://dx.doi.org/10.1167/tvst.11.11.7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652725/
https://www.ncbi.nlm.nih.gov/pubmed/36355387
http://dx.doi.org/10.1167/tvst.11.11.7

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