Unsupervised deep clustering for predictive texture pattern discovery in medical images. - Matthias Perkonigg; Daniel Sobotka; Ahmed Ba-Ssalamah; Georg Langs (CoRR, 2020)

Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies. - Matthias Perkonigg; Peter Mesenbrink; Alexander Goehler; Miljen Martic; Ahmed Ba-Ssalamah; Georg Langs (CoRR, 2021)

Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training. - Daniel Sobotka; Alexander Herold; Matthias Perkonigg; Lucian Beer; Nina Bastati; Alina Sablatnig; Ahmed Ba-Ssalamah; Georg Langs (Comput. Medical Imaging Graph., 2024)

Identifying Signatures of Image Phenotypes to Track Treatment Response in Liver Disease. - Matthias Perkonigg; Nina Bastati; Ahmed Ba-Ssalamah; Peter Mesenbrink; Alexander Goehler; Miljen Martic; Xiaofei Zhou; Michael Trauner; Georg Langs (CoRR, 2025)