| Explaining the unique nature of individual gait patterns with deep learning F Horst, S Lapuschkin, W Samek, KR Müller, WI Schöllhorn Scientific Reports 9 (1), 2391, 2019 | 265 | 2019 |
| Current state and future prospects of EEG and fNIRS in robot-assisted gait rehabilitation: A brief review A Berger, F Horst, S Müller, F Steinberg, M Doppelmayr Frontiers in Human Neuroscience 13, 172, 2019 | 91 | 2019 |
| Explaining machine learning models for clinical gait analysis D Slijepcevic, F Horst, S Lapuschkin, B Horsak, AM Raberger, A Kranzl, ... ACM Transactions on Computing for Healthcare (HEALTH) 3 (2), 1-27, 2021 | 75* | 2021 |
| One-year persistence of individual gait patterns identified in a follow-up study–A call for individualised diagnose and therapy F Horst, M Mildner, WI Schöllhorn Gait & Posture 58, 476-480, 2017 | 74 | 2017 |
| Systematic comparison of the influence of different data preprocessing methods on the performance of gait classifications using machine learning J Burdack, F Horst, S Giesselbach, I Hassan, S Daffner, WI Schöllhorn Frontiers in Bioengineering and Biotechnology 8, 260, 2020 | 47 | 2020 |
| Daily changes of individual gait patterns identified by means of support vector machines F Horst, F Kramer, B Schäfer, A Eekhoff, P Hegen, BM Nigg, ... Gait & Posture 49, 309-314, 2016 | 45 | 2016 |
| Intra-individual gait patterns across different time-scales as revealed by means of a supervised learning model using kernel-based discriminant regression F Horst, A Eekhoff, KM Newell, WI Schöllhorn PloS one 12 (6), e0179738, 2017 | 36 | 2017 |
| Revealing the unique features of each individual's muscle activation signatures J Aeles, F Horst, S Lapuschkin, L Lacourpaille, F Hug Journal of the Royal Society Interface 18 (174), 20200770, 2021 | 30 | 2021 |
| Increased gait variability during robot-assisted walking is accompanied by increased sensorimotor brain activity in healthy people A Berger, F Horst, F Steinberg, F Thomas, C Müller-Eising, WI Schöllhorn, ... Journal of NeuroEngineering and Rehabilitation 16 (1), 1-13, 2019 | 30 | 2019 |
| Gutenberg Gait Database, a ground reaction force database of level overground walking in healthy individuals F Horst, D Slijepcevic, M Simak, WI Schöllhorn Scientific Data 8 (1), 1-9, 2021 | 29 | 2021 |
| Can individual movement characteristics across different throwing disciplines be identified in high-performance decathletes? F Horst, D Janssen, H Beckmann, WI Schöllhorn Frontiers in Psychology 11, 2262, 2020 | 29 | 2020 |
| Fatigue-related and timescale-dependent changes in individual movement patterns identified using support vector machine J Burdack, F Horst, D Aragonés, A Eekhoff, WI Schöllhorn Frontiers in Psychology 11, 2273, 2020 | 20 | 2020 |
| Fatigue-related changes in technique emerge at different timescales during repetitive training D Aragonés, A Eekhoff, F Horst, WI Schöllhorn Journal of Sports Sciences 36 (11), 1296-1304, 2018 | 18 | 2018 |
| Modeling biological individuality using machine learning: A study on human gait F Horst, D Slijepcevic, M Simak, B Horsak, WI Schöllhorn, M Zeppelzauer Computational and Structural Biotechnology Journal, 2023 | 14 | 2023 |
| Acute effects of an incremental exercise test on psychophysiological variables and their interaction AT John, J Wind, F Horst, WI Schöllhorn Journal of Sports Science and Medicine 19 (3), 596-612, 2020 | 12 | 2020 |
| Identification of subject-specific responses to footwear during running F Horst, F Hoitz, D Slijepcevic, N Schons, H Beckmann, BM Nigg, ... Scientific Reports 13 (1), 11284, 2023 | 9 | 2023 |
| Explaining automated gender classification of human gait F Horst, D Slijepcevic, M Zeppelzauer, AM Raberger, S Lapuschkin, ... Gait & Posture 81, 159-160, 2020 | 8 | 2020 |
| Electrical brain activity and its functional connectivity in the physical execution of modern jazz dance J Wind, F Horst, N Rizzi, AT John, WI Schöllhorn Frontiers in Psychology 11, 3308, 2020 | 8 | 2020 |
| Explaining machine learning models for age classification in human gait analysis D Slijepcevic, F Horst, M Simak, S Lapuschkin, AM Raberger, W Samek, ... Gait & Posture 97, 252-253, 2022 | 7 | 2022 |
| Sex-specific brain responses to imaginary dance but not physical dance: An electroencephalography study of functional connectivity and electrical brain activity J Wind, F Horst, N Rizzi, A John, T Kurti, WI Schöllhorn Frontiers in Behavioral Neuroscience, 2021 | 5 | 2021 |
Wolfgang I. SchöllhornUniversity of MainzVerified email at uni-mainz.de
