Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Patient perspectives on the use of digital medical devices and health data for AI-driven personalised medicine in Parkinson’s Disease (2024) Paccoud I, Valero MM, Marín LC, Bontridder N, Ibrahim A, Winkler J, Fomo M, et al. Journal article Uncertainty-based Fingerprinting Model Selection for Radio Localization (2023) Stahlke M, Feigl T, Kram S, Eskofier B, Mutschler C Conference contribution, Original article Multipath Delay Estimation in Complex Environments using Transformer (2023) Ott J, Stahlke M, Kram S, Feigl T, Mutschler C Conference contribution, Original article Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data (2023) Nissen M, Barrios Campo N, Flaucher M, Jäger K, Titzmann A, Blunck D, Fasching P, et al. Journal article, Original article Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w) (2023) Mehringer W, Stöve M, Krauß D, Ring M, Steussloff F, Güttes M, Zott J, et al. Journal article, Erratum Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study (2023) Keinert EM, Eskofier B, Schuller BW, Böhme S, Berking M Journal article Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning (2023) Ollenschläger M, Höfner P, Ullrich M, Kluge F, Greinwalder T, Loris E, Regensburger M, et al. Journal article Methods for integrating postural control into biomechanical human simulations: a systematic review (2023) Shanbhag J, Wolf A, Wechsler I, Fleischmann S, Winkler J, Leyendecker S, Eskofier B, et al. Journal article, Review article Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization (2023) Palmerini L, Reggi L, Bonci T, Del Din S, Micó-Amigo ME, Salis F, Bertuletti S, et al. Journal article Laboratory and free-living gait performance in adults with COPD and healthy controls (2023) Buekers J, Megaritis D, Koch S, Alcock L, Ammour N, Becker C, Bertuletti S, et al. Journal article