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Rahil Garnavi

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

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Mar 02, 2021
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Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images

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Feb 08, 2021
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Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes

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Jul 03, 2020
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Inference of visual field test performance from OCT volumes using deep learning

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Aug 26, 2019
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Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data

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Nov 08, 2018
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Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning

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Sep 12, 2018
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Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images

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Aug 22, 2018
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Chest X-rays Classification: A Multi-Label and Fine-Grained Problem

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Jul 24, 2018
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Elastic Registration of Medical Images With GANs

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May 23, 2018
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Generative OpenMax for Multi-Class Open Set Classification

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Jul 24, 2017
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