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

por Riedel, Pascal, von Schwerin, Reinhold, Schaudt, Daniel, Hafner, Alexander, Späte, Christian
Publicado 2023

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

por Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Reichert, Manfred, von Schwerin, Marianne, Beer, Meinrad, Kloth, Christopher
Publicado 2023

Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation

por Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Späte, Christian, Reichert, Manfred, Hinteregger, Andreas, Beer, Meinrad, Kloth, Christopher
Publicado 2023