Deep Learning-Based Modeling of the Dark Adaptation Curve for Robust Parameter Estimation

PURPOSE: This study investigates deep-learning (DL) sequence modeling techniques to reliably fit dark adaptation (DA) curves and estimate their key parameters in patients with age-related macular degeneration (AMD) to improve robustness and curve predictions. METHODS: A long-short-term memory autoen...

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Detalles Bibliográficos
Autores principales: De Silva, Tharindu, Hess, Kristina, Grisso, Peyton, Thavikulwat, Alisa T., Wiley, Henry, Keenan, Tiarnan D. L., Chew, Emily Y., Jeffrey, Brett G., Cukras, Catherine A.
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/PMC9631495/
https://www.ncbi.nlm.nih.gov/pubmed/36315120
http://dx.doi.org/10.1167/tvst.11.10.40

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631495/
https://www.ncbi.nlm.nih.gov/pubmed/36315120
http://dx.doi.org/10.1167/tvst.11.10.40

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