no code implementations • 2 Mar 2021 • Suman Sedai, Bhavna Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel Schuman, Wollstein Gadi, Rahil Garnavi
First, a teacher segmentation model is trained from the labeled samples using Bayesian deep learning.
no code implementations • 5 Aug 2019 • Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, Rahil Garnavi
Visual field tests (VFT) are pivotal for glaucoma diagnosis and conducted regularly to monitor disease progression.
1 code implementation • 12 Sep 2018 • Suman Sedai, Bhavna Antony, Dwarikanath Mahapatra, Rahil Garnavi
Optical coherence tomography (OCT) is commonly used to analyze retinal layers for assessment of ocular diseases.
1 code implementation • 12 Jul 2018 • Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Optical coherence tomography (OCT) based measurements of retinal layer thickness, such as the retinal nerve fibre layer (RNFL) and the ganglion cell with inner plexiform layer (GCIPL) are commonly used for the diagnosis and monitoring of glaucoma.