Johannes Hofmanninger

Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem

Johannes Hofmanninger, Florian Prayer, Jeanny Pan et al. · European Radiology Experimental · 2020 · 556 citations · Full text

Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging

Matthias Perkonigg, Johannes Hofmanninger, Christian Herold et al. · Nature Communications · 2021 · 88 citations · Full text

Machine learning: from radiomics to discovery and routine

Georg Langs, Sebastian Röhrich, Johannes Hofmanninger et al. · Der Radiologe · 2018 · 68 citations · Full text

Mapping visual features to semantic profiles for retrieval in medical imaging

Johannes Hofmanninger, Georg Langs · 2015 · 39 citations

Engineering, Machine Learning, Image Retrieval +21

Variability of computed tomography radiomics features of fibrosing interstitial lung disease: A test-retest study

Florian Prayer, Johannes Hofmanninger, Michael Weber et al. · Methods · 2020 · 32 citations

Computed Tomography, Medical Imaging, Advanced Lung Disease +8