Augmentation strategies for an imbalanced learning problem on a novel COVID-19 severity dataset
Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Reichert, Manfred, von Schwerin, Marianne, Beer, Meinrad, Kloth, Christopher
Published in Scientific reports (25.10.2023)
Published in Scientific reports (25.10.2023)
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Journal Article
Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation
Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Späte, Christian, Reichert, Manfred, Hinteregger, Andreas, Beer, Meinrad, Kloth, Christopher
Published in Scientific reports (06.06.2023)
Published in Scientific reports (06.06.2023)
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Journal Article
Performance Analysis of Federated Learning Algorithms for Multilingual Protest News Detection Using Pre-Trained DistilBERT and BERT
Riedel, Pascal, Reichert, Manfred, Von Schwerin, Reinhold, Hafner, Alexander, Schaudt, Daniel, Singh, Gaurav
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article
A Critical Assessment of Generative Models for Synthetic Data Augmentation on Limited Pneumonia X-ray Data
Schaudt, Daniel, Späte, Christian, von Schwerin, Reinhold, Reichert, Manfred, von Schwerin, Marianne, Beer, Meinrad, Kloth, Christopher
Published in Bioengineering (Basel) (01.12.2023)
Published in Bioengineering (Basel) (01.12.2023)
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Journal Article
Comparative analysis of open-source federated learning frameworks - a literature-based survey and review
Riedel, Pascal, Schick, Lukas, von Schwerin, Reinhold, Reichert, Manfred, Schaudt, Daniel, Hafner, Alexander
Published in International journal of machine learning and cybernetics (01.11.2024)
Published in International journal of machine learning and cybernetics (01.11.2024)
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Journal Article
ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs
Riedel, Pascal, von Schwerin, Reinhold, Schaudt, Daniel, Hafner, Alexander, Späte, Christian
Published in Journal of healthcare informatics research (01.06.2023)
Published in Journal of healthcare informatics research (01.06.2023)
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Journal Article
Improving COVID-19 CXR Detection with Synthetic Data Augmentation
Schaudt, Daniel, Kloth, Christopher, Spaete, Christian, Hinteregger, Andreas, Beer, Meinrad, von Schwerin, Reinhold
Year of Publication 14.12.2021
Year of Publication 14.12.2021
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Journal Article