Markus Gambietz | MaD Lab

Markus Gambietz, M. Sc.

Researcher & PhD Candidate

Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik

Room 01.026
Carl-Thiersch-Straße 2b
91052 Erlangen

Phone number: +49 9131 85-20288
Email: markus.gambietz@fau.de

LinkedIn: Page of Markus Gambietz

Machine Learning for Personalisation of Biomechanical Movement Simulations (C01)

Since 10/2021	Ph.D. Student Machine Learning and Data Analytics Lab at Friedrich-Alexander-University Erlangen-Nürnberg Topic: Machine Learning for Biomechanical Simulation
10/2018 – 09/2021	M.Sc. in Medical Engineering Friedrich-Alexander-University Erlangen-Nürnberg Master’s Thesis: “Sensitivity of metabolic energy expenditure estimations to the choice of musculoskeletal model in gait analysis (MaD)”
09/2017 – 01/2018	Exchange at Shanghai Jiao Tong University
09/2014 – 11/2018	B. Sc. in Mechanical Engineering Technical University of Munich Bachelor’s Thesis: “Experimental Assessment of Process Scalability for Rotatory Clinching (utg)”

Machine Learning for Personalisation of Biomechanical Movement Simulations (C01)

ID 2340: Approximate Inverse Optimal Control via Annealing and Warmstarts

https://www.mad.tf.fau.de/2023/03/23/id-2320/

2024

Gambietz M., Dröge A., Schüßler C., Stahlke M., Wirth V., Miehling J., Koelewijn A.:
Unobtrusive Gait Reconstructions using Radar-based Optimal Control Simulations
Asilomar Conference on Signals, Systems, and Computers
BibTeX: Download
Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3397208
BibTeX: Download
Nguyen DT., Zieger D., Gambietz M., Koelewijn A., Stamminger M., Kaup A.:
Multiresolution point cloud compression for real-time visualization and streaming of large 3D datasets
Asilomar Conferense on Signals, Systems, and Computers
BibTeX: Download
Schlechtweg N., Brückner S., Gambietz M., Koelewijn A., Vossiek M.:
Time-Synchronized Joint Communication and Precise Wireless Localization of Multiple On-Body Sensor Nodes for Human Gait and Movement Measurement
Asilomar Conference on Signals, Systems, and Computers
BibTeX: Download

2023

Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
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
BibTeX: Download

2022

Gambietz M., Nitschke M., Miehling J., Koelewijn A.:
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)
BibTeX: Download