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Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing.
Rosenfelder MJ, Spiliopoulou M, Hoppenstedt B, Pryss R, Fissler P, Della Piedra Walter M, Kolassa IT, Bender A. Rosenfelder MJ, et al. Among authors: hoppenstedt b. Front Comput Neurosci. 2023 Apr 26;17:1142948. doi: 10.3389/fncom.2023.1142948. eCollection 2023. Front Comput Neurosci. 2023. PMID: 37180880 Free PMC article.
Applying Machine Learning to Daily-Life Data From the TrackYourTinnitus Mobile Health Crowdsensing Platform to Predict the Mobile Operating System Used With High Accuracy: Longitudinal Observational Study.
Pryss R, Schlee W, Hoppenstedt B, Reichert M, Spiliopoulou M, Langguth B, Breitmayer M, Probst T. Pryss R, et al. Among authors: hoppenstedt b. J Med Internet Res. 2020 Jun 30;22(6):e15547. doi: 10.2196/15547. J Med Internet Res. 2020. PMID: 32602842 Free PMC article.
Ecological Momentary Assessment based Differences between Android and iOS Users of the TrackYourHearing mHealth Crowdsensing Platform.
Pryss R, Schobel J, Hoppenstedt B, Spiliopoulou M, Langguth B, Probst T, Schlee W, Reichert M, Kurthen I, Giroud N, Jagoda L, Neuschwander P, Meyer M, Neff P. Pryss R, et al. Among authors: hoppenstedt b. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:3951-3955. doi: 10.1109/EMBC.2019.8857854. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946737