Machine Learning and Data Analytics Lab

Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment (2024) Mejdani D, Bräunig J, Grießhammer S, Krauß D, Steigleder T, Engel L, Jukic J, et al. Journal article The Short Stress State Questionnaire in German (SSSQ-G): A Multi-Study Validation (2024) Ringgold V, Shields GS, Hauck F, Kurz M, Schindler-Gmelch L, Abel L, Richer R, et al. Journal article Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data (2024) Jäger K, Nissen M, Flaucher M, Graf L, Joanidopoulos J, Anneken L, Hübner H, et al. Journal article 3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars (2024) Zieger D, Güthlein F, Henningson JO, Jakob V, Gaßner H, Shanbhag J, Fleischmann S, et al. Conference contribution Pairing Predictive Simulations and Human Experiments in Ankle Exoskeleton Walking (2024) Weiß A, Chen A, Janischowky DB, Shih I, Phillips G, Selinger JC, Koelewijn A Conference contribution, Conference Contribution Non-Line-of-Sight Detection for Radio Localization using Deep State Space Models (2024) Brasseler L, Stahlke M, Altstidl TR, Feigl T, Mutschler C Conference contribution, Original article Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization (2024) Ott J, Pirkl J, Stahlke M, Feigl T, Mutschler C Conference contribution, Original article Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion (2024) Lennartz R, Khassetarash A, R. Nigg S, Eskofier B, Nigg BM Journal article Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning (2024) Zürl M, Stoll P, Brehm I, Sueskind J, Raab R, Petermann J, Zanca D, et al. Journal article Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations (2024) Gambietz M, Dröge A, Schüßler C, Wirth V, Stahlke M, Miehling J, Koelewijn A Conference contribution, Conference Contribution