92 citations
- Ludwig-Maximilians-Universität MünchenDE9 papers
- Darmstadt University of Applied SciencesDE6 papers
- Munich Center for Machine Learning6 papers
- LMU KlinikumDE3 papers
- University College LondonGB3 papers
- Zimmer Biomet (Netherlands)NL3 papers
- Fraunhofer Institute for Computer Graphics ResearchDE2 papers
- Joint Research CentreNL2 papers
- Medical University of ViennaAT2 papers
- MRC Clinical Trials Unit at UCLGB2 papers
- Ruhr University BochumDE2 papers
- Technical University of MunichDE2 papers
26 papers
Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints
Waldemar Hahn, Jan-Niklas Eckardt, Christoph Röllig +3
The generation of synthetic clinical trial data offers a promising approach to mitigating privacy concerns and data accessibility limitations in medical research. However, ensuring…
On "Confirmatory" Methodological Research in Statistics and Related Fields
F. J. D. Lange, Juliane C. Wilcke, Sabine Hoffmann +2
Empirical substantive research, such as in the life or social sciences, is commonly categorized into the two modes exploratory and confirmatory, both of which are essential to scie…
Multi forests: Variable importance for multi-class outcomes
Roman Hornung, Alexander Hapfelmeier
In prediction tasks with multi-class outcomes, identifying covariates specifically associated with one or more outcome classes can be important. Conventional variable importance me…
Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries
Alvaro S. Rocamora, Juan M. Espin, Juan E. Tapia
This paper proposes a Few-shot Learning (FSL) approach for detecting Presentation Attacks on ID Cards deployed in a remote verification system and its extension to new countries. O…
First Competition on Presentation Attack Detection on ID Card
Juan E. Tapia, Naser Damer, Christoph Busch +12
This paper summarises the Competition on Presentation Attack Detection on ID Cards (PAD-IDCard) held at the 2024 International Joint Conference on Biometrics (IJCB2024). The compet…
Rethinking the handling of method failure in comparison studies
Milena Wünsch, Moritz Herrmann, Elisa Noltenius +3
Comparison studies in methodological research are intended to compare methods in an evidence-based manner to help data analysts select a suitable method for their application. To p…