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Picture for Joel Schuman

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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Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography


Aug 18, 2020
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel Schuman, James Fishbaugh, Guido Gerig

* To be published in MICCAI Ophthalmic Medical Image Analysis 2020. 11 pages, 4 figures, 1 table 

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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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