Sophie Fleischmann
Sophie Fleischmann, M. Sc.
| since 01/2022 | Researcher and PhD candidate
Machine Learning and Data Analytics Lab, |
| 04/2019 – 12/2021 | M.Sc. in Medical Engineering
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) |
| 10/2015 – 04/2019 | B.Sc. in Industrial Engineering
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) |
2025
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Does motion capture cause psychological stress and can we see it in the person’s gait?
XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
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BeReal: Assessing the impact of intra-stride treadmill belt speed variations on human gait using optimal control
20th International Symposium on Computer Simulation in Biomechanics (Uppsala, 23. July 2025 - 25. July 2025)
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Does reduced reactivity explain altered postural control in Parkinson's disease? A predictive simulation study
In: IEEE Open Journal of Engineering in Medicine and Biology (2025)
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2025.3590580
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Increased Signal Noise Results in Altered Postural Control Beaviour Associated with Parkinson's Disease
The XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
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The Challenge of Balancing Predictive and Personalized Simulations of Upright Standing
The XXX Congress of the International Society of Biomechanics (Stockholm, 27. July 2025 - 31. July 2025)
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Workshop: A playground for biomechanical movement analysis and creation: Solving optimal control problems with the BioMAC-Sim-Toolbox.
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2024
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Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach
In: ACM Transactions on Intelligent Systems and Technology 20 (2024), Article No.: 20
ISSN: 2157-6904
DOI: 10.1145/3702646
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Classification of rheumatoid arthritis from hand motion capture data using machine learning
13. Kongress der Deutschen Gesellschaft für Biomechanik (DGfB) (Heidelberg, 24. April 2024 - 26. April 2024)
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Modelling postural control of upright standing during translational perturbations
29th Congress of the European Society of Biomechanics (Edinburgh, Scotland, 30. June 2024 - 3. July 2024)
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A sensorimotor enhanced neuromusculoskeletal model for simulating postural control of upright standing
In: Frontiers in Neuroscience 18 (2024)
ISSN: 1662-4548
DOI: 10.3389/fnins.2024.1393749
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3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars
Shape in Medical Imaging (Marrakesh, 6. October 2024 - 6. October 2024)
In: ShapeMI 2024 2024
DOI: 10.1007/978-3-031-75291-9_6
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2023
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Time vs. Space: Comparing gait cycle normalization methods and their effect on foot placement control
28th Congress of the European Society of Biomechanics (Maastricht, 9. July 2023 - 12. July 2023)
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Towards postural control simulation using a sensorimotor enhanced musculoskeletal human model
ISPGR World Congress 2023 (Brisbane, 9. July 2023 - 13. July 2023)
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Methods for integrating postural control into biomechanical human simulations: a systematic review
In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 111
ISSN: 1743-0003
DOI: 10.1186/s12984-023-01235-3
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Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
In: Sensors 23 (2023), p. 5423
ISSN: 1424-8220
DOI: 10.3390/s23125423
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2022
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Can we combine data sets? Feature extraction and clustering motion capture data
17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
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- : Vicon x IRC Outstanding Research Award (17th International Symposium of 3-D Analysis of Human Movement) – 2022
I have open topics for student projects / thesis here.
If none of these topics meets your interest, but you would still like to do your thesis with me, just write me an email. We can then discuss about a suitable topic.

