Keyla D. Bordonada on Muck Rack

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Investigating Determinants and Evaluating Deep Learning Training Approaches for Visual Acuity in Foveal Hypoplasia

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By Volha Malechka, Dat Duong, Amy Turriff, Keyla D. Bordonada
| ophthalmologyscience.org
Exploratory Data Analysis between Key Visual Determinants and Visual Acuity We analyzed the relationships between the visual acuity LogMAR score and the following key visual determinants: FH score, nystagmus status, and SER. These variables were used later as inputs for the neural network model to estimate LogMAR. currently considered the gold standard for FH grading. For individuals who had scans on both OCT systems (n = 37), we found 100% agreement in OCT grading.
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