Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases (2023) Romijnders R, Salis F, Hansen C, Küderle A, Paraschiv-Ionescu A, Cereatti A, Alcock L, et al. Journal article Real world evidence (RWE) in phytotherapy: Perspectives for the development of a registry for phytopharmaceuticals Real World Evidence (RWE) in der Phytotherapie: Perspektiven für den Aufbau eines Registers zur Nutzung von Phytopharmaka (2023) Habs M, Dingermann T, Bachmeier BE, Eskofier B, Friedrich B, Prantl L, Emmer J, et al. Journal 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 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 xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning (2022) Link J, Schwinn L, Pulsmeyer F, Kautz T, Eskofier B Journal article Assessing HapHop-Physio: An Exer-Learning Game to Support Therapies for Children with Specific Learning Disorders (2022) Rico-Olarte C, Narváez-Muñoz N, López DM, Becker L, Tovar-Ruiz LÁ Journal article, Original article MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data (2022) Ollenschläger M, Küderle A, Mehringer W, Seifer AK, Winkler J, Gaßner H, Eskofier B, Kluge F Journal article Machine learning-based improvement of an online rheumatology referral and triage system (2022) Knitza J, Janousek L, Kluge F, Von Der Decken CB, Kleinert S, Vorbrueggen W, Kleyer A, et al. Journal article Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution