2 papers
eess.IV2025
Real World Federated Learning with a Knowledge Distilled Transformer for Cardiac CT Imaging
Malte Tölle, Philipp Garthe, Clemens Scherer +22
Federated learning is a renowned technique for utilizing decentralized data while preserving privacy. However, real-world applications often face challenges like partially labeled…
cs.CV2025
Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers
Malte Tölle, Mohamad Scharaf, Samantha Fischer +7
A patient undergoes multiple examinations in each hospital stay, where each provides different facets of the health status. These assessments include temporal data with varying sam…