Marlies Nitschke
Marlies Nitschke, M. Sc.
Since 11/2017 | Ph.D. Candidate Machine Learning and Data Analytics Lab at Friedrich-Alexander-University Erlangen-Nürnberg Topic: Biomechanical Simulation |
11/2017 – 08/2023 | Researcher Machine Learning and Data Analytics Lab at Friedrich-Alexander-University Erlangen-Nürnberg Topic: Biomechanical Simulation |
12/2019 | Passed the trainer examinations (Ausbildereignungsprüfung/ADA-Schein) of the IHK Qualification to train apprentices to become IT specialists (Fachinformatiker) |
04/2015 – 10/2017 | M.Sc. in Medical Engineering Pattern Recognition Lab at Friedrich-Alexander-University Erlangen-Nürnberg Master Thesis: “Sensor-based Movement Analysis Using Optimal Control Simulation of a 3D Biomechanical Model” |
09/2016 – 12/2016 | Research Internship Molecular Imaging Laboratory at Peking University (China) Topic: “SIFT Key-Points for Lung Tumor Detection in PET/CT Images” |
10/2011 – 02/2015 | B.Sc. in Medical Engineering Friedrich-Alexander-University Erlangen-Nürnberg |
04/2014 – 09/2014 | Research Internship for the Bachelor Thesis Laboratory of Movement Analysis and Measurement at École polytechnique fédérale de Lausanne (EPFL, Switzerland) Bachelor Thesis: “Feasibility of Sit-to-Stand Analysis with the G4TM Polhemus System” |
2024
Complementary App-Based Yoga Home Exercise Therapy for Patients With Axial Spondyloarthritis: Usability Study
In: JMIR Formative Research 8 (2024), Article No.: e57185
ISSN: 2561-326X
DOI: 10.2196/57185
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An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk
In: Scientific Reports 14 (2024), p. 3115-
ISSN: 2045-2322
DOI: 10.1038/s41598-024-53640-w
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Correction to: An 8-week injury prevention exercise program combined with change-of-direction technique training limits movement patterns associated with anterior cruciate ligament injury risk (Scientific Reports, (2024), 14, 1, (3115), 10.1038/s41598-024-53640-w)
In: Scientific Reports 14 (2024), Article No.: 5426
ISSN: 2045-2322
DOI: 10.1038/s41598-024-56031-3
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Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
In: Frontiers in Bioengineering and Biotechnology 12 (2024)
ISSN: 2296-4185
DOI: 10.3389/fbioe.2024.1285845
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2023
Towards a Patient-Specific Obstetric Simulator Through OpenSim Musculoskeletal Modelling
2023 Annual Modeling and Simulation Conference (ANNSIM) (Ontario, Canada, 23. May 2023 - 26. May 2023)
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Contributing Components of Metabolic Energy Models to Metabolic Cost Estimations in Gait
In: IEEE Transactions on Biomedical Engineering (2023), p. 1-9
ISSN: 0018-9294
DOI: 10.1109/TBME.2023.3331271
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“In the Wild" Movement Analysis of Arbitrary Motions
18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE) (Paris, France, 3. May 2023 - 5. May 2023)
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Change the direction: 3D optimal control simulation by directly tracking marker and ground reaction force data
In: PeerJ (2023)
ISSN: 2167-8359
DOI: 10.7717/peerj.14852
URL: https://peerj.com/articles/14852/
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Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
In: JMIR Formative Research 7 (2023), Article No.: e47426
ISSN: 2561-326X
DOI: 10.2196/47426
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Prediction of the effect of stack height on running biomechanics using optimal control simulation
Footwear Biomechanics Symposium (FBS) 2023 (Osaka, Japan, 26. July 2023 - 28. July 2023)
In: Footwear Science 2023
DOI: 10.1080/19424280.2023.2199295
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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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What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait
9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
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Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
ISSN: 0018-9294
DOI: 10.1109/TBME.2021.3123673
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3D full-body optimal control simulations with change of direction directly driven by motion capture data
17th International Symposium of 3-D Analysis of Human Movement (3D-AHM) (Tokyo, Japan, 16. July 2022 - 19. July 2022)
URL: https://www.youtube.com/watch?v=3ZFwDhZqZPU
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Optical motion capturing of change of direction motions reconstructed with inverse kinematics and dynamics and optimal control simulation
(2022)
DOI: 10.5281/zenodo.6949012
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(anderer)
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How many sensors are enough? Trajectory optimization using sparse inertial sensor sets
9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
URL: https://www.youtube.com/watch?v=TznVCgK4DF0
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A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
In: JMIR Formative Research 6 (2022), p. e34566
ISSN: 2561-326X
DOI: 10.2196/34566
URL: https://formative.jmir.org/2022/6/e34566
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2021
Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis
6th International Congress on Complex Systems in Sports (ICCSS) (Mainz, Germany, 15. September 2021 - 17. September 2021)
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A Predictive Simulation Study into the Effect of Below-Knee Prosthesis Alignment on Metabolic Cost
XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
URL: https://www.mad.tf.fau.de/files/2021/08/2021_isb_koelewijn_et_al_alignment.pdf
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Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, 7. March 2021 - 9. March 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
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Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
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Prediction of the effect of midsole stiffness and energy return using trajectory optimisation
15th biennial Footwear Biomechanics Symposium (Online, 21. July 2021 - 23. July 2021)
In: Footwear Science 2021
DOI: 10.1080/19424280.2021.1917684
URL: https://www.mad.tf.fau.de/files/2023/05/FBS_2021_SoftvsEnergy_Submission_AOM_Declaration.pdf
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BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Online, 8. February 2021 - 10. February 2021)
In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP 2021
DOI: 10.5220/0010210600250036
URL: https://www.scitepress.org/PublicationsDetail.aspx?ID=qmYWslU7yL0=&t=1
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2020
CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
ISSN: 2296-4185
DOI: 10.3389/fbioe.2020.00604
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Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee
In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 14-23
ISBN: 9783030597153
DOI: 10.1007/978-3-030-59716-0_2
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Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics
In: Scientific Reports (2020), Article No.: 17655
ISSN: 2045-2322
DOI: 10.1038/s41598-020-73856-w
URL: https://www.nature.com/articles/s41598-020-73856-w
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2019
Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
In: Journal of Biomechanics (2019)
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2019.07.022
URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
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Turning a corner in predictive musculoskeletal simulations of gait using implicit dynamics
Dynamic Walking 2019 (Canmore, Alberta, 3. June 2019 - 6. June 2019)
In: 14th Annual Dynamic Walking Conference 2019 2019
URL: https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf
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2018
Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
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2017
SIFT Key-Points for Lung Tumor Detection in PET/CT Images
Medical Image Understanding and Analysis (MIUA) (Edinburgh)
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Nitschke17-SKF-talk.pdf
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- : Young Investigator Award (Footwear Biomechanics Symposium) – 2021
- : Preis für hervorragende Hochschulabschlüsse von weiblichen Studierenden der Ingenieurwissenschaften (Bayerisches Staatsministerium für Wissenschaft und Kunst) – 2018
- Design and development of the online-course Becoming an innovative engineer (InnoEng).
- Scrum Master of several teams in the Innovation Lab for Wearable and Ubiquitous Computing:
- Supervisor (Ausbilder) of our apprentices Jonas Wagner (2019 to 2021) and Tim Finke (since 2022).
I supervised or co-supervised the following student theses besides several research internships: