Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

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 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 Functional gait measures correlate to fear of falling, and quality of life in patients with Hereditary Spastic Paraplegia: A cross-sectional study (2021) Gaßner H, List J, Martindale C, Regensburger M, Klucken J, Winkler J, Kohl Z Journal article An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters (2021) Roth N, Küderle A, Prossel D, Gaßner H, Eskofier B, Kluge F Journal article, Original article 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 Enhancement of speed and accuracy trade-off for sports ball detection in videos—finding fast moving, small objects in real time (2021) Hiemann A, Kautz T, Zottmann T, Hlawitschka M Journal article Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings (2021) Bargagli A, Rosini F, Zanca D, Serchi V, Rufa A Journal article, Letter