Alessandro A. Jammal

发表

Deep Learning Segmentation-Free Assessment of Retinal Nerve Fiber Layer in OCT Scans

Eduardo B. Mariottoni, Alessandro A. Jammal, Carla N. Urata, 2019 .

Detecting Retinal Nerve Fibre Layer Segmentation Errors on Spectral Domain-Optical Coherence Tomography with a Deep Learning Algorithm

Felipe A. Medeiros, Nara G. Ogata, Eduardo B. Mariottoni, 2019, Scientific Reports.

A Review of Deep Learning for Screening, Diagnosis, and Detection of Glaucoma Progression

Felipe A. Medeiros, Alessandro A. Jammal, Atalie C. Thompson, 2020, Translational vision science & technology.

A Structural and Functional Machine Learning Classifier Improves Prediction of Patient-Reported Disability in Glaucoma

Felipe A. Medeiros, Nara G. Ogata, Alessandro A. Jammal, 2018 .

From Machine to Machine: An OCT-trained Deep Learning Algorithm for Objective Quantification of Glaucomatous Damage in Fundus Photographs

Felipe A. Medeiros, Alessandro A. Jammal, Atalie C. Thompson, 2018, Ophthalmology.

RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure pdf

Lawrence Carin, Shounak Datta, Eduardo B. Mariottoni, 2020, Scientific reports.

Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders pdf

Felipe A. Medeiros, Alessandro A. Jammal, Sayan Mandal, 2021, ArXiv.

RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure

Felipe A. Medeiros, Lawrence Carin, Shounak Datta, 2020, Scientific Reports.

Quantification of Retinal Nerve Fibre Layer Thickness on Optical Coherence Tomography with a Deep Learning Segmentation-Free Approach

Felipe A. Medeiros, Samuel I. Berchuck, Eduardo B. Mariottoni, 2020, Scientific Reports.

Artificial Intelligence Mapping of Structure to Function in Glaucoma

Felipe A. Medeiros, Lawrence Carin, Shounak Datta, 2020, Translational vision science & technology.