Matthias Perkonigg

16 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hierarchical Generalized Category Discovery for Brain Tumor Classification in Digital Pathology.
CoRR
Matthias Perkonigg, Patrick Rockenschaub, Georg Göbel, Adelheid Wöhrer
2025 J jnl
Identifying Signatures of Image Phenotypes to Track Treatment Response in Liver Disease.
CoRR
Matthias Perkonigg, Nina Bastati, Ahmed Ba-Ssalamah, Peter Mesenbrink, Alexander Goehler, Miljen Martic, Xiaofei Zhou, Michael Trauner, Georg Langs
2025 J jnl
Identifying signatures of image phenotypes to track treatment response in liver disease.
Artif. Intell. Medicine
Matthias Perkonigg, Nina Bastati, Ahmed Ba-Ssalamah, Peter Mesenbrink, Alexander Goehler, Miljen Martic, Xiaofei Zhou, Michael Trauner, Georg Langs
2025 J jnl
Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training.
CoRR
Daniel Sobotka, Alexander Herold, Matthias Perkonigg, Lucian Beer, Nina Bastati, Alina Sablatnig, Ahmed Ba-Ssalamah, Georg Langs
2024 J jnl
Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training.
Comput. Medical Imaging Graph.
Daniel Sobotka, Alexander Herold, Matthias Perkonigg, Lucian Beer, Nina Bastati, Alina Sablatnig, Ahmed Ba-Ssalamah, Georg Langs
2022 — conf
Identifying Phenotypic Concepts Discriminating Molecular Breast Cancer Sub-Types.
MICCAI (8)
Christoph Fürböck, Matthias Perkonigg, Thomas H. Helbich, Katja Pinker, Valeria Romeo, Georg Langs
2021 J jnl
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.
Medical Image Anal.
A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver
2021 J jnl
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics.
CoRR
Matthias Perkonigg, Johannes Hofmanninger, Christian Herold, Helmut Prosch, Georg Langs
2021 — conf
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition.
IPMI
Matthias Perkonigg, Johannes Hofmanninger, Georg Langs
2021 J jnl
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition.
CoRR
Matthias Perkonigg, Johannes Hofmanninger, Georg Langs
2021 J jnl
Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies.
CoRR
Matthias Perkonigg, Peter Mesenbrink, Alexander Goehler, Miljen Martic, Ahmed Ba-Ssalamah, Georg Langs
2020 J jnl
CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation.
CoRR
A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. 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 B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver
2020 — conf
Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning Settings.
MICCAI (2)
Johannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg S. Pianykh, Christian Herold, Georg Langs
2020 J jnl
Dynamic memory to alleviate catastrophic forgetting in continuous learning settings.
CoRR
Johannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg S. Pianykh, Christian Herold, Georg Langs
2020 J jnl
Unsupervised deep clustering for predictive texture pattern discovery in medical images.
CoRR
Matthias Perkonigg, Daniel Sobotka, Ahmed Ba-Ssalamah, Georg Langs
2018 — conf
Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer Learning.
DATRA/PIPPI@MICCAI
Matthias Perkonigg, Johannes Hofmanninger, Björn H. Menze, Marc-André Weber, Georg Langs