
Sophie Fleischmann
Chair of Machine Learning and Data Analytics
Research associates
Address
Carl-Thiersch-Straße 2b91052 Erlangen
Room: 01.020, Floor: 01
Contact
| 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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Investigating psychosocial stress arising from marker-based optical motion capture and subsequent effects on gait
In: Scientific Reports 15 (2025), Article No.: 43588
ISSN: 2045-2322
DOI: 10.1038/s41598-025-31814-4
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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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A model of the cerebellum generates gait adaptations in a reflex-based neuromusculoskeletal model during split-belt walking
In: Journal of neuroEngineering and rehabilitation 22 (2025), Article No.: 256
ISSN: 1743-0003
DOI: 10.1186/s12984-025-01818-2
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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