Machine Learning and Data Analytics Lab

EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars (2024) Albrecht N, Langer D, Krauß D, Richer R, Abel L, Eskofier B, Rohleder N, Kölpin A Journal article Adoption of Artificial Intelligence in Industry and Politics: An Analysis Based on Web Mining and Case Studies across Diverse Data Sources (2024) Dumbach P Thesis 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 Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data (2024) Sadeghi M, Egger B, Agahi R, Richer R, Capito K, Rupp L, Gmelch LM, et al. Conference contribution 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