Machine Learning and Data Analytics Lab

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 Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5) (2024) Micó-Amigo ME, Bonci T, Paraschiv-Ionescu A, Ullrich M, Kirk C, Soltani A, Küderle A, et al. Journal article, Erratum From patches to objects: exploiting spatial reasoning for better visual representations (2024) Albert T, Eskofier B, Zanca D Journal article Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP) (2024) Raccagni C, Sidoroff V, Paraschiv-Ionescu A, Roth N, Schönherr G, Eskofier B, Gaßner H, 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 A direct spinal cord–computer interface enables the control of the paralysed hand in spinal cord injury (2024) Souza de Oliveira D, Ponfick M, Braun D, Oßwald M, Sierotowicz M, Chatterjee S, Weber DJ, et al. Journal article, Original article