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10/04/2021
Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders
One of the leading causes of blindness is glaucoma, which is challenging...
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10/15/2020
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure
Glaucoma is the leading cause of irreversible blindness in the world, af...
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11/11/2019
Bayesian Non-Parametric Factor Analysis for Longitudinal Spatial Surfaces
We introduce a Bayesian non-parametric spatial factor analysis model wit...
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08/24/2019
Scalable Modeling of Spatiotemporal Data using the Variational Autoencoder: an Application in Glaucoma
As big spatial data becomes increasingly prevalent, classical spatiotemp...
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12/21/2018
Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images
Glaucoma is the leading cause of preventable, irreversible blindness wor...
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10/20/2018