Machine Learning and Data Analytics Lab

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 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 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 Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes (2021) Polhemus A, Ortiz LD, Brittain G, Chynkiamis N, Salis F, Gaßner H, Gross M, et al. Journal article, Review article BioPsyKit: A Python package for the analysis of biopsychological data (2021) Richer R, Küderle A, Ullrich M, Rohleder N, Eskofier B Journal article, Original article