Department Artificial Intelligence in Biomedical Engineering (AIBE)

Robust decoding of the speech envelope from EEG recordings through deep neural networks (2022) Thornton M, Mandic D, Reichenbach T Journal article Observability of the relative motion from inertial data in kinematic chains (2022) Kok M, Eckhoff K, Weygers I, Seel T Journal article Machine learning-based improvement of an online rheumatology referral and triage system (2022) Knitza J, Janousek L, Kluge F, Von Der Decken CB, Kleinert S, Vorbrueggen W, Kleyer A, et al. Journal article Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen (2022) Wehbi M, Luge D, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Journal article Bridging Reinforcement Learning and Iterative Learning Control: Autonomous Motion Learning for Unknown, Nonlinear Dynamics (2022) Meindl M, Lehmann D, Seel T Journal article Predictive Simulations to Replicate Human Gait Adaptations and Energetics With Exoskeletons (2022) Koelewijn A, Selinger JC Journal article Predictive Simulations to Replicate Human Gait Adaptations and Energetics with Exoskeletons (2022) Koelewijn A, Selinger JC Journal article, Original article Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution SVC-onGoing: Signature verification competition (2022) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Morales A, Ortega-Garcia J, Carlos Ruiz-Garcia J, et al. Journal article Detection of Acute Psychosocial Stress from Body Movements using Machine Learning (2022) Richer R, Koch V, Küderle A, Müller V, Wirth V, Stamminger M, Rohleder N, Eskofier B Conference contribution, Abstract of a poster