Matthias Perkonigg

Identifiers

• name variant Matthias Perkonigg 0.60 · backfill

Papers (9)

1. Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training cs.CV · 2025 · author #3
2. Identifying Signatures of Image Phenotypes to Track Treatment Response in Liver Disease eess.IV · 2025 · author #1
3. Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics cs.CV · 2021 · author #1
4. Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies eess.IV · 2021 · author #1
5. Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition cs.LG · 2021 · author #1
6. Dynamic memory to alleviate catastrophic forgetting in continuous learning settings cs.LG · 2020 · author #2
7. Unsupervised deep clustering for predictive texture pattern discovery in medical images cs.CV · 2020 · author #1
8. CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation eess.IV · 2020 · author #16
9. Asymmetric Cascade Networks for Focal Bone Lesion Prediction in Multiple Myeloma eess.IV · 2019 · author #3

Mentions

• 2509.03975 #3 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2507.12012 #1 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2111.13069 #1 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2111.07634 #1 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2106.03351 #1 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2001.06535 #16 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2007.02639 #2 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 2002.03721 #1 · arxiv_oai · confidence 0.70 Matthias Perkonigg
• 1907.13539 #3 · arxiv_oai · confidence 0.70 Matthias Perkonigg

Frequent Coauthors

• Georg Langs 8 shared papers
• Ahmed Ba-Ssalamah 4 shared papers
• Johannes Hofmanninger 4 shared papers
• Alexander Goehler 2 shared papers
• Christian Herold 2 shared papers
• Daniel Sobotka 2 shared papers
• Miljen Martic 2 shared papers
• Nina Bastati 2 shared papers
• Peter Mesenbrink 2 shared papers
• A. Emre Kavur 1 shared papers
• Alexander Herold 1 shared papers
• Alina Sablatnig 1 shared papers
• Andreas N\"urnberger 1 shared papers
• Bjoern Menze 1 shared papers
• Bora Baydar 1 shared papers
• Debdoot Sheet 1 shared papers
• Dmitry Lachinov 1 shared papers
• Duc Duy Pham 1 shared papers
• Fabian Isensee 1 shared papers
• G\"ozde Bozda\u{g}{\i} Akar 1 shared papers