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Picture for Bhavna Antony

Uncertainty guided semi-supervised segmentation of retinal layers in OCT images


Mar 02, 2021
Suman Sedai, Bhavna Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel Schuman, Wollstein Gadi, Rahil Garnavi

* MICCAI 2019 pp 282-290 
* MICCAI,19 

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Inference of visual field test performance from OCT volumes using deep learning


Aug 26, 2019
Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, Rahil Garnavi

* 12 pages, 3 figures 

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Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning


Sep 12, 2018
Suman Sedai, Bhavna Antony, Dwarikanath Mahapatra, Rahil Garnavi


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A feature agnostic approach for glaucoma detection in OCT volumes


Aug 15, 2018
Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garvani

* 13 pages,3 figures 

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