Machine Learning and Data Analytics Lab

Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control (2023) Fleischmann S, Shanbhag J, Miehling J, Wartzack S, Leyendecker S, Koelewijn A, Eskofier B Conference contribution, Abstract of a poster Prediction of the effect of stack height on running biomechanics using optimal control simulation (2023) Wang C, Nitschke M, Stefanyshyn D, Wannop JW, Luckfiel T, Schlarb H, Koelewijn A Conference contribution, Original article A multi-sensor wearable system for the assessment of diseased gait in real-world conditions (2023) Salis F, Bertuletti S, Bonci T, Caruso M, Scott K, Alcock L, Buckley E, et al. Journal article Towards a Patient-Specific Obstetric Simulator Through OpenSim Musculoskeletal Modelling (2023) Dodge B, Bennett HJ, Kravchenko O, Jamora V, Parente M, Jorge RN, Oliveira D, et al. Conference contribution, Original article “In the Wild" Movement Analysis of Arbitrary Motions (2023) Koelewijn A, Nitschke M, Leyendecker S Conference contribution, Abstract of lecture 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