Machine Learning and Data Analytics Lab

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 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 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 Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review (2023) Flaucher M, Zakreuskaya A, Nissen M, Mocker A, Fasching P, Beckmann M, Eskofier B, Leutheuser H Journal article, Review article Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks (2023) Altstidl TR, Nguyen A, Schwinn L, Köferl F, Mutschler C, Eskofier B, Zanca D Conference contribution, Original article The Influence of Protective Equipment on Performance in Ice Hockey (2023) Lennartz R, Khassetarash A, Spyrou E, Hallihan A, Eskofier B, Nigg B Conference contribution, Abstract of a poster EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors (2023) Seifer AK, Dorschky E, Küderle A, Moradi H, Hannemann R, Eskofier B Journal article FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics (2023) Klede K, Schwinn L, Zanca D, Eskofier B Conference contribution, Original article How Physicians and Patients Interact with Electronic Health Data: A Human-Computer Interaction Perspective (2023) Zakreuskaya A Conference contribution Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals (2023) Kulyabin M, Zhdanov A, Dolganov A, Maier A Journal article, Online publication