Machine Learning and Data Analytics Lab

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 Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study (2021) Kamal Mallick M, Biser S, Haridas A, Umesh V, Toensing O, Abdullahi Yari I, Ollenschläger M, et al. Journal article, Original article Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease (2021) Jakob V, Küderle A, Klucken J, Eskofier B, Winkler J, Winterholler M, Gaßner H, Kluge F Journal article A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction (2021) Scholl C, Tobola A, Ludwig K, Zanca D, Eskofier B Journal article