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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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Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images


Feb 08, 2021
Tinu Theckel Joy, Suman Sedai, Rahil Garnavi

* Accepted in AAAI 2021 Workshop on Trustworthy AI for Healthcare 

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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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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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Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images


Aug 22, 2018
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi


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Chest X-rays Classification: A Multi-Label and Fine-Grained Problem


Jul 24, 2018
Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty


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Elastic Registration of Medical Images With GANs


May 23, 2018
Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi


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