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Johannes Hofmanninger

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Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics

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Nov 25, 2021
Matthias Perkonigg, Johannes Hofmanninger, Christian Herold, Helmut Prosch, Georg Langs

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Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition

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Jun 07, 2021
Matthias Perkonigg, Johannes Hofmanninger, Georg Langs

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Dynamic memory to alleviate catastrophic forgetting in continuous learning settings

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

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Separation of target anatomical structure and occlusions in chest radiographs

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Feb 03, 2020
Johannes Hofmanninger, Sebastian Roehrich, Helmut Prosch, Georg Langs

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

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Jan 31, 2020
Johannes Hofmanninger, Florian Prayer, Jeanny Pan, Sebastian Rohrich, Helmut Prosch, Georg Langs

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