Machine Learning and Data Analytics Lab

What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait (2022) Gambietz M, Nitschke M, Miehling J, Koelewijn A Conference contribution, Abstract of a poster Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective (2021) Laut P, Dumbach P, Eskofier B Conference contribution, Conference Contribution Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments (2021) Roth N, Wieland GP, Küderle A, Ullrich M, Gladow T, Marxreiter F, Klucken J, et al. Conference contribution, Conference Contribution Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data (2021) Ullrich M, Küderle A, Reggi L, Cereatti A, Eskofier B, Kluge F Conference contribution, Conference Contribution Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors (2021) Happold J, Richer R, Küderle A, Gaßner H, Klucken J, Eskofier B, Kluge F Conference contribution, Original article Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning (2021) Altstidl TR, Kram S, Herrmann O, Stahlke M, Feigl T, Mutschler C Conference contribution, Conference Contribution Technical validation of real-world monitoring of gait: a multicentric observational study (2021) Mazza C, Alcock L, Aminian K, Becker C, Bertuletti S, Bonci T, Brown P, et al. Journal article Wearables-based multi-task gait and activity segmentation using recurrent neural networks (2021) Martindale C, Christlein V, Klumpp P, Eskofier B Journal article Experimental validation of real-time ski jumping tracking system based on wearable sensors (2021) Link J, Guillaume S, Eskofier B Journal article Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review (2021) Abdullahi Yari I, Dehling T, Kluge F, Geck J, Sunyaev A, Eskofier B Journal article, Review article