Machine Learning and Data Analytics Lab

Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud (2023) Rodrigues VF, da Rosa Righi R, da Costa CA, Zeiser FA, Eskofier B, Maier A, Kim D Journal article Non-invasive estimation of muscle fibre size from high-density electromyography (2023) Casolo A, Maeo S, Balshaw TG, Lanza MB, Martin NRW, Nuccio S, Moro T, et al. Journal article Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. (2023) Ullrich M, Roth N, Küderle A, Richer R, Gladow T, Gaßner H, Marxreiter F, et al. Journal article Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods (2023) Zhdanov AE, Dolganov AY, Zanca D, Borisov VI, Luchian E, Dorosinsky LG Journal article ADABase: A Multimodal Dataset for Cognitive Load Estimation (2023) Oppelt MP, Foltyn A, Deuschel J, Lang NR, Holzer N, Eskofier B, Yang SH Journal article Design and validation of a multi-task, multi-context protocol for real-world gait simulation (2022) Scott K, Bonci T, Salis F, Alcock L, Buckley E, Gazit E, Hansen C, et al. Journal article Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing (2022) Zhdanov A, Dolganov A, Zanca D, Borisov V, Ronkin M Journal article Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors (2022) Kushioka J, Sun R, Zhang W, Muaremi A, Leutheuser H, Odonkor CA, Smuck M Journal article Vagus activation by Cold Face Test reduces acute psychosocial stress responses (2022) Richer R, Zenkner JJ, Küderle A, Rohleder N, Eskofier B Journal article, Original article