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Anjany Sekuboyina

Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Germany, Department of Informatics, Technical University of Munich, Germany

Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph)


Aug 30, 2021
Johannes C. Paetzold, Julian McGinnis, Suprosanna Shit, Ivan Ezhov, Paul B├╝schl, Chinmay Prabhakar, Mihail I. Todorov, Anjany Sekuboyina, Georgios Kaissis, Ali Ert├╝rk, Stephan G├╝nnemann, Bjoern H. Menze


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Evaluating the Robustness of Self-Supervised Learning in Medical Imaging


May 14, 2021
Fernando Navarro, Christopher Watanabe, Suprosanna Shit, Anjany Sekuboyina, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze


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Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning


Mar 23, 2021
Christina Bukas, Bailiang Jian, Luis F. Rodriguez Venegas, Francesca De Benetti, Sebastian Ruehling, Anjany Sekuboyina, Jens Gempt, Jan S. Kirschke, Marie Piraud, Johannes Oberreuter, Nassir Navab, Thomas Wendler

* 7 pages, 5 figures, 5 tables 

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A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data


Mar 10, 2021
Hans Liebl, David Schinz, Anjany Sekuboyina, Luca Malagutti, Maximilian T. L├Âffler, Amirhossein Bayat, Malek El Husseini, Giles Tetteh, Katharina Grau, Eva Niederreiter, Thomas Baum, Benedikt Wiestler, Bjoern Menze, Rickmer Braren, Claus Zimmer, Jan S. Kirschke

* 18 pages, 2 figures, 2 tables; Hans Liebl, David Schinz equally contributed to this manuscript 

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A Relational-learning Perspective to Multi-label Chest X-ray Classification


Mar 10, 2021
Anjany Sekuboyina, Daniel O├▒oro-Rubio, Jens Kleesiek, Brandon Malone


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The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference


Mar 04, 2021
Fabian Balsiger, Alain Jungo, Naren Akash R J, Jianan Chen, Ivan Ezhov, Shengnan Liu, Jun Ma, Johannes C. Paetzold, Vishva Saravanan R, Anjany Sekuboyina, Suprosanna Shit, Yannick Suter, Moshood Yekini, Guodong Zeng, Markus Rempfler


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


Oct 27, 2020
Hongwei Li, Rameshwara G. N. Prasad, Anjany Sekuboyina, Chen Niu, Siwei Bai, Werner Hemmert, Bjoern Menze

* submitted it to a conference 

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


Aug 18, 2020
Malek Husseini, Anjany Sekuboyina, Maximilian Loeffler, Fernando Navarro, Bjoern H. Menze, Jan S. Kirschke

* To be presented at MICCAI 2020 

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Inferring the 3D Standing Spine Posture from 2D Radiographs


Jul 13, 2020
Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze


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Deep Reinforcement Learning for Organ Localization in CT


May 11, 2020
Fernando Navarro, Anjany Sekuboyina, Diana Waldmannstetter, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze

* https://openreview.net/forum?id=0vDeD2UD0S&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3DMIDL.io%2F2020%2FConference%2FAuthors%23your-submissions) 
* Accepted paper in MIDL 2020 

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


Apr 30, 2020
Ahmad B Qasim, Ivan Ezhov, Suprosanna Shit, Oliver Schoppe, Johannes C Paetzold, Anjany Sekuboyina, Florian Kofler, Jana Lipkova, Hongwei Li, Bjoern Menze


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


Mar 29, 2020
Suprosanna Shit, Johannes C. Paetzold, Anjany Sekuboyina, Andrey Zhylka, Ivan Ezhov, Alexander Unger, Josien P. W. Pluim, Giles Tetteh, Bjoern H. Menze

* * The authors Suprosanna Shit and Johannes C. Paetzold contributed equally to the work 

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VerSe: A Vertebrae Labelling and Segmentation Benchmark


Jan 24, 2020
Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian L├Âffler, Markus Rempfler, Jan Kuka─Źka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachowk, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, ├ëlodie Puybareauq, Bj├Ârn H. Menze, Jan S. Kirschke


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Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis


Aug 02, 2019
Anjany Sekuboyina, Markus Rempfler, Alexander Valentinitsch, Maximilian Loeffler, Jan S. Kirschke, Bjoern H. Menze

* Accepted at Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019; JSK and BHM are joint supervising authors 

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


Apr 29, 2019
Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jianguo Zhang, Jan S. Kirschke, Benedikt Wiestler, Bjoern Menze


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


Mar 03, 2019
Anjany Sekuboyina, Markus Rempfler, Alexander Valentinitsch, Jan S. Kirschke, Bjoern H. Menze

* Work under progress 

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The Liver Tumor Segmentation Benchmark (LiTS)


Jan 13, 2019
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, J├╝rgen Hesser, Samuel Kadoury, Tomasz Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipkov├á, John Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Eugene Vorontsov, Ping Zhou, Christian H├╝lsemeyer, Marcel Beetz, Florian Ettlinger, Felix Gruen, Georgios Kaissis, Fabian Loh├Âfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Marianne M. Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze

* conference 

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Multi-level Activation for Segmentation of Hierarchically-nested Classes


Aug 21, 2018
Marie Piraud, Anjany Sekuboyina, Bjoern H. Menze

* Accepted for the BioImage Computing 2018 workshop, ECCV conference 

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


Apr 04, 2018
Anjany Sekuboyina, Markus Rempfler, Jan Kuka─Źka, Giles Tetteh, Alexander Valentinitsch, Jan S. Kirschke, Bjoern H. Menze


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


Mar 13, 2017
Anjany Sekuboyina, Alexander Valentinitsch, Jan S. Kirschke, Bjoern H. Menze


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