2 papers
cs.AI2026
Multi-Agent Systems in Emergency Departments: Validation Study on a ED Digital Twin
Markus Wenzel, Tobias Strapatsas, Jessika Kress +3
Emergency departments (ED) face challenges in patient care and resource management. We propose to explore optimization strategies in a realistic and flexible model and develop a hy…
cs.CL2026
MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events
Raunak Agarwal, Markus Wenzel, Simon Baur +3
Machine learning in high-stakes domains such as healthcare requires not only strong predictive performance but also reliable uncertainty quantification (UQ) to support human oversi…