Search Results - Schaudt, Daniel

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  1. 1
    Augmentation strategies for an imbalanced learning problem on a novel COVID-19 severity dataset

    Augmentation strategies for an imbalanced learning problem on a novel COVID-19 severity dataset by Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Reichert, Manfred, von Schwerin, Marianne, Beer, Meinrad, Kloth, Christopher

    Published in Scientific reports
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  2. 2
    Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation

    Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation by Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Späte, Christian, Reichert, Manfred, Hinteregger, Andreas, Beer, Meinrad, Kloth, Christopher

    Published in Scientific reports
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  3. 3
    Performance Analysis of Federated Learning Algorithms for Multilingual Protest News Detection Using Pre-Trained DistilBERT and BERT

    Performance Analysis of Federated Learning Algorithms for Multilingual Protest News Detection Using Pre-Trained DistilBERT and BERT by Riedel, Pascal, Reichert, Manfred, Von Schwerin, Reinhold, Hafner, Alexander, Schaudt, Daniel, Singh, Gaurav

    Published in IEEE access
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  4. 4
    A Critical Assessment of Generative Models for Synthetic Data Augmentation on Limited Pneumonia X-ray Data

    A Critical Assessment of Generative Models for Synthetic Data Augmentation on Limited Pneumonia X-ray Data by Schaudt, Daniel, Späte, Christian, von Schwerin, Reinhold, Reichert, Manfred, von Schwerin, Marianne, Beer, Meinrad, Kloth, Christopher

    Published in Bioengineering (Basel)
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  5. 5
    GANerAid: Realistic synthetic patient data for clinical trials

    GANerAid: Realistic synthetic patient data for clinical trials by Krenmayr, Lucas, Frank, Roland, Drobig, Christina, Braungart, Michael, Seidel, Jan, Schaudt, Daniel, von Schwerin, Reinhold, Stucke-Straub, Kathrin

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  6. 6
    DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision

    DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision by Krenmayr, Lucas, von Schwerin, Reinhold, Schaudt, Daniel, Riedel, Pascal, Hafner, Alexander

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  7. 7
    Comparative analysis of open-source federated learning frameworks - a literature-based survey and review

    Comparative analysis of open-source federated learning frameworks - a literature-based survey and review by Riedel, Pascal, Schick, Lukas, von Schwerin, Reinhold, Reichert, Manfred, Schaudt, Daniel, Hafner, Alexander

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  8. 8
    ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs

    ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs by Riedel, Pascal, von Schwerin, Reinhold, Schaudt, Daniel, Hafner, Alexander, Späte, Christian

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  9. 9
    Improving COVID-19 CXR Detection with Synthetic Data Augmentation

    Improving COVID-19 CXR Detection with Synthetic Data Augmentation by Schaudt, Daniel, Kloth, Christopher, Spaete, Christian, Hinteregger, Andreas, Beer, Meinrad, Reinhold von Schwerin

    Published in arXiv.org
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