Machine Learning and Data Analytics Lab

An Anger-based Approach-Avoidance Modification Training Targeting Dysfunctional Beliefs in Adults with Elevated Stress – Results from a Randomized Controlled Pilot Study (2024) Keinert EM, Schindler-Gmelch L, Eskofier B, Berking M Journal article Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures (2024) Laudanski AF, Küderle A, Kluge F, Eskofier B, Acker SM Journal article Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia (2024) Ibrahim A, Ollenschläger M, Klebe S, Schüle R, Jeschonneck N, Kellner M, Loris E, et al. Journal article Invisible Sensing: Radar-based Biomonitoring (2024) Eskofier B, Vossiek M Journal article Evaluating the robustness of multimodal task load estimation models (2024) Foltyn A, Deuschel J, Lang-Richter NR, Holzer N, Oppelt M Journal article A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis (2024) Altmannshofer S, Flaucher M, Beierlein M, Eskofier B, Beckmann M, Fasching P, Hübner H Journal article, Review article MANAGEMENT BY DIGITAL RESPONSIBILITY IN HEALTH ORGANIZATIONS (2024) Meier JJ, Weigand C, Bauer J, Eskofier B Conference contribution Combining Pose Estimation and inertial measurement tracking data for a biomechanical simulation of river wave surfing using optimal control (2024) Weiß A, Koelewijn A, Masmoudi I, Lluch È Conference contribution Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach (2024) Fleischmann S, Dietz S, Shanbhag J, Wünsch A, Nitschke M, Miehling J, Wartzack S, et al. Journal article, Original article Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values (2024) Roider J, Wang W, Zanca D, Matzner M, Eskofier B Conference contribution, Conference Contribution