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Picture for Hiroshi Ishikawa

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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Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes


Jul 03, 2020
Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi


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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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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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Mastering Sketching: Adversarial Augmentation for Structured Prediction


Mar 27, 2017
Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa

* 12 pages, 14 figures 

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Representation and Measure of Structural Information


Jun 12, 2008
Hiroshi Ishikawa

* Second version. Revised the Introduction and added more discussion in the last section. The technical content is mostly unchanged. 51 pages, 4 figures 

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