Machine Learning and Data Analytics Lab

Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data (2024) Schrupp B, Klede K, Raab R, Eskofier B Conference contribution, Conference Contribution Enhancing unsupervised outlier model selection: A study on ireos algorithms (2024) Schlieper P, Luft H, Klede K, Strohmeyer C, Eskofier B, Zanca D Journal article Bridging the sim2real gap. Investigating deviations between experimental motion measurements and musculoskeletal simulation results—a systematic review (2024) Wechsler I, Wolf A, Shanbhag J, Leyendecker S, Eskofier B, Koelewijn A, Wartzack S, Miehling J Journal article, Review article 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 Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization (2024) Stahlke M, Feigl T, Kram S, Eskofier B, Mutschler C Journal article, Original 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 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