Machine Learning and Data Analytics Lab

Heart rate variability predicts decline in sensorimotor rhythm control (2021) Nann M, Haslacher D, Colucci A, Eskofier B, Von Tscharner V, Soekadar SR Journal article Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement (2021) Richer R, Küderle A, Dörr J, Rohleder N, Eskofier B Conference contribution, Original article A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. (2021) Lukas C, Eskofier B, Berking M Journal article, Original article Prediction of the effect of midsole stiffness and energy return using trajectory optimisation (2021) Nitschke M, Luckfiel T, Schlarb H, Dorschky E, Koelewijn A Conference contribution, Abstract of lecture A Predictive Simulation Study into the Effect of Below-Knee Prosthesis Alignment on Metabolic Cost (2021) Koelewijn A, Nitschke M, van den Bogert AJ Conference contribution, Abstract of a poster Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors (2021) Nitschke M, Dorschky E, Eskofier B, Koelewijn A, van den Bogert AJ Conference contribution, Abstract of lecture Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients (2021) Roth N, Küderle A, Ullrich M, Gladow T, Marxreiter F, Klucken J, Eskofier B, Kluge F Journal article Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics (2021) Wirth M, Kohl S, Gradl S, Farlock R, Roth D, Eskofier B Journal article Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data (2021) Zrenner M, Heyde C, Duemler B, Dykman S, Roecker K, Eskofier B Journal article 3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT (2021) Maier J, Maier A, Eskofier B, Fahrig R, Choi JH Journal article