Machine Learning and Data Analytics Lab

A Wireless Joint Communication and Localization EMG-Sensing Concept for Movement Disorder Assessment (2023) Brückner S, Weber J, Michler F, Shanin N, Schober R, Hagelauer A, Weigel R, et al. Journal article, Original article openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress (2023) Richer R, Geßler T, Herzer L, Abel L, Küderle A, Rohleder N, Eskofier B Conference contribution, Abstract of a poster Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar (2023) Krauß D, Richer R, Albrecht NC, Küderle A, Abel L, Leutheuser H, Jukic J, et al. Conference contribution, Abstract of a poster Plug-and-Play Sparse Inertial Motion Tracking With Sim-to-Real Transfer (2023) Bachhuber S, Lehmann D, Dorschky E, Koelewijn A, Seel T, Weygers I Journal article Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach (2023) Dumbach P, Schwinn L, Löhr T, Do PL, Eskofier B Journal article, Original article The Impact of a Deceptive Virtual Agent on Stress Markers in the Virtual Reality Stroop Room (2023) Ringgold V, Kaiser P, Eskofier B, Rohleder N Conference contribution, Conference Contribution Laboratory and free-living gait performance in adults with COPD and healthy controls (2023) Buekers J, Megaritis D, Koch S, Alcock L, Ammour N, Becker C, Bertuletti S, et al. Journal article Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis (2023) Ibrahim A, Adler W, Gaßner H, Rothhammer V, Kluge F, Eskofier B Journal article Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion (2023) Mayer K, Del Vecchio A, Eskofier B, Farina D Journal article Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (2023) Mehringer W, Stöve M, Krauß D, Ring M, Steussloff F, Güttes M, Zott J, et al. Journal article