Machine Learning and Data Analytics Lab

Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device (2024) Kirk C, Küderle A, Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Soltani A, et al. Journal article Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey (2024) Kudelka J, Ollenschläger M, Dodel R, Eskofier B, Hobert MA, Jahn K, Klucken J, et al. Journal article Velocity-Based Channel Charting with Spatial Distribution Map Matching (2024) Stahlke M, George Y, Feigl T, Eskofier B, Mutschler C Unpublished / Preprint A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing (2024) Shanbhag J, Fleischmann S, Wechsler I, Gaßner H, Winkler J, Eskofier B, Koelewijn A, et al. Journal article Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings (2024) Jäger K, Nissen M, Rahm S, Titzmann A, Fasching P, Beilner J, Eskofier B, Leutheuser H Journal article A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring (2024) Krauß D, Engel L, Ott T, Bräunig J, Richer R, Gambietz M, Albrecht N, et al. Journal article ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines (2024) Abdelaal M, Yayak AB, Klede K, Schöning H Conference contribution, Original article Machine learning-based detection of acute psychosocial stress from body posture and movements (2024) Richer R, Koch V, Abel L, Hauck F, Kurz M, Ringgold V, Müller V, et al. Journal article, Original article Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations (2024) Nitschke M, Dorschky E, Leyendecker S, Eskofier B, Koelewijn A Journal article Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach (2024) Van Hooren B, Lennartz R, Cox M, Hoitz F, Plasqui G, Meijer K Journal article