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) |
2024
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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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
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
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.