Machine Learning and Data Analytics Lab

VoStress – Voice-based Detection of Acute Psychosocial Stress (2023) Oesten M, Richer R, Abel L, Rohleder N, Eskofier B Conference contribution, Original article Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data (2023) Sadeghi M, Egger B, Agahi R, Richer R, Capito K, Rupp L, Gmelch LM, et al. Conference contribution, Original article Contributing Components of Metabolic Energy Models to Metabolic Cost Estimations in Gait (2023) Gambietz M, Nitschke M, Miehling J, Koelewijn A Journal article Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things (2023) Ren Z, Schuller BW, Eskofier B, Nguyen TT, Nejdl W Journal article Federated electronic health records for the European Health Data Space (2023) Raab R, Küderle A, Zakreuskaya A, Stern AD, Klucken J, Kaissis G, Rueckert D, et al. Journal article 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