3 papers
cs.LG2025
The Locally Deployable Virtual Doctor: LLM Based Human Interface for Automated Anamnesis and Database Conversion
Jan Benedikt Ruhland, Doguhan Bahcivan, Jan-Peter Sowa +2
Recent advances in large language models made it possible to achieve high conversational performance with substantially reduced computational demands, enabling practical on-site de…
cs.CV2025
Functional Localization Enforced Deep Anomaly Detection Using Fundus Images
Jan Benedikt Ruhland, Thorsten Papenbrock, Jan-Peter Sowa +4
Reliable detection of retinal diseases from fundus images is challenged by the variability in imaging quality, subtle early-stage manifestations, and domain shift across datasets.…
cs.RO2025
Bayesian Optimization-based Tire Parameter and Uncertainty Estimation for Real-World Data
Sven Goblirsch, Benedikt Ruhland, Johannes Betz +1
This work presents a methodology to estimate tire parameters and their uncertainty using a Bayesian optimization approach. The literature mainly considers the estimation of tire pa…