3 papers
cs.LG2026
Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI
Katinka Becker, Maximilian P. Oppelt, Tobias S. Zech +19
Machine learning (ML) in medicine has transitioned from research to concrete applications aimed at supporting several medical purposes like therapy selection, monitoring and treatm…
cs.LG2025
REVELIO -- Universal Multimodal Task Load Estimation for Cross-Domain Generalization
Maximilian P. Oppelt, Andreas Foltyn, Nadine R. Lang-Richter +1
Task load detection is essential for optimizing human performance across diverse applications, yet current models often lack generalizability beyond narrow experimental domains. Wh…
cs.LG2025
Comprehensive Signal Quality Evaluation of a Wearable Textile ECG Garment: A Sex-Balanced Study
Maximilian P. Oppelt, Tobias S. Zech, Sarah H. Lorenz +5
We introduce a novel wearable textile-garment featuring an innovative electrode placement aimed at minimizing noise and motion artifacts, thereby enhancing signal fidelity in Elect…