Anjany Sekuboyina

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Technische Universität München

Scientist Staff at Klinikum Rechts Der Isar

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Micro-CT Synthesis and Inner Ear Super Resolution via Bayesian Generative Adversarial Networks

Existing medical image super-resolution methods rely on pairs of low- an...
10/27/2020 ∙ by Hongwei Li, et al. ∙ 0 ∙ share

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Grading Loss: A Fracture Grade-based Metric Loss for Vertebral Fracture Detection

Osteoporotic vertebral fractures have a severe impact on patients' overa...
08/18/2020 ∙ by Malek Husseini, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning for Organ Localization in CT

Robust localization of organs in computed tomography scans is a constant...
05/11/2020 ∙ by Fernando Navarro, et al. ∙ 0 ∙ share

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Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective

Exploiting learning algorithms under scarce data regimes is a limitation...
04/22/2020 ∙ by Ahmad B Qasim, et al. ∙ 7 ∙ share

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clDice – a Topology-Preserving Loss Function for Tubular Structure Segmentation

Accurate segmentation of tubular, network-like structures, such as vesse...
03/16/2020 ∙ by Suprosanna, et al. ∙ 18 ∙ share

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VerSe: A Vertebrae Labelling and Segmentation Benchmark

In this paper we report the challenge set-up and results of the Large Sc...
01/24/2020 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis

We propose an auto-encoding network architecture for point clouds (PC) c...
07/22/2019 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis

Recent studies on medical image synthesis reported promising results usi...
04/29/2019 ∙ by Hongwei Li, et al. ∙ 0 ∙ share

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Adversarially Learning a Local Anatomical Prior: Vertebrae Labelling with 2D reformations

Robust localisation and identification of vertebrae, jointly termed vert...
02/06/2019 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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The Liver Tumor Segmentation Benchmark (LiTS)

In this work, we report the set-up and results of the Liver Tumor Segmen...
01/13/2019 ∙ by Patrick Bilic, et al. ∙ 8 ∙ share

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Multi-level Activation for Segmentation of Hierarchically-nested Classes

For a number of biomedical image segmentation tasks, including topologic...
04/05/2018 ∙ by Marie Piraud, et al. ∙ 0 ∙ share

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Btrfly Net: Vertebrae Labelling with Energy-based Adversarial Learning of Local Spine Prior

Robust localisation and identification of vertebrae is an essential part...
04/04/2018 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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A Localisation-Segmentation Approach for Multi-label Annotation of Lumbar Vertebrae using Deep Nets

Multi-class segmentation of vertebrae is a non-trivial task mainly due t...
03/13/2017 ∙ by Anjany Sekuboyina, et al. ∙ 0 ∙ share

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