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Dynamic memory to alleviate catastrophic forgetting in continuous learning settings

Jul 07, 2020
Johannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg Pianykh, Christian Herold, Georg Langs

* The first two authors contributed equally. Accepted at MICCAI 2020 

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Unsupervised deep clustering for predictive texture pattern discovery in medical images

Jan 31, 2020
Matthias Perkonigg, Daniel Sobotka, Ahmed Ba-Ssalamah, Georg Langs

* Medical Imaging meets NeurIPS 2019 

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CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation

Jan 17, 2020
A. Emre Kavur, N. Sinem Gezer, Mustafa Barış, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savaş Özkan, Bora Baydar, Dmitry Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde Bozdağı Akar, Gözde Ünal, Oğuz Dicle, M. Alper Selver

* 10 pages, 2 figures 

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