Lukas Boudnik

Photo of Lukas Boudnik


Institute for Electrical Engineering in Medicine
Universität zu Lübeck
Moislinger Allee 53-55

23558 Lübeck
Gebäude 19

Email: l.boudnik(at)uni-luebeck.de
Phone: +49 451 384448 354

 

Research

Research Interests

  • Neural Netowrks and Deep Learning
  • Biomedical signal processing and analysis

Current Projects

  • Neural Networks for Cardiac Signal Processing

 

Curriculum Vitae

Lukas Boudnik holds a B.Sc. degree in Medical Informatics from the Universität zu Lübeck, since 2018. His bachelor’s thesis contributed to the multimodal medical image registration with neural networks. In 2021, he received his M.Sc. degree also in Medical Informatics from the Universität zu Lübeck. For his master’s thesis he was working on the registration of 4D-MRI of the heart on irregular graph structures. From 2019 to 2020 he was an intern at corpuls - GS Elektromedizinische Geräte G. Stemple GmbH in the research and development department. Since 2021 he is employed as a research associate at the Fraunhofer IMTE

Publications

Julia Sauer, Marlin Siebert, Lukas Boudnik, Niklas M Carbon, Stephan Walterspacher, and Philipp Rostalski,
Signal quality evaluation of single-channel respiratory sEMG recordings, Biomedical Signal Processing and Control , vol. 87, pp. 105414, 2024.
DOI:https://doi.org/10.1016/j.bspc.2023.105414
Bibtex: BibTeX
@article{Sauer2024,
title = {Signal quality evaluation of single-channel respiratory sEMG recordings},
journal = {Biomedical Signal Processing and Control},
volume = {87},
pages = {105414},
year = {2024},
issn = {1746-8094},
doi = {https://doi.org/10.1016/j.bspc.2023.105414},
url = {https://www.sciencedirect.com/science/article/pii/S1746809423008479},
author = {Julia Sauer and Marlin Siebert and Lukas Boudnik and Niklas M. Carbon and Stephan Walterspacher and Philipp Rostalski},
keywords = {Surface electromyography, Quality evaluation, Signal-to-disturbance ratio, Respiration}
}
Lukas Boudnik, Jan GraBhoff, Felix Vollmer, and Philipp Rostalski,
Muscle Artifact Removal in Single-Channel Electrocardiograms using Temporal Convolutional Networks, in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) , IEEE, 2022.
DOI:10.1109/embc48229.2022.9871723
File: embc48229.2022.9871723
Bibtex: BibTeX
@inproceedings{Boudnik2022,
  doi = {10.1109/embc48229.2022.9871723},
  url = {https://doi.org/10.1109/embc48229.2022.9871723},
  year = {2022},
  month = jul,
  publisher = {{IEEE}},
  author = {Lukas Boudnik and Jan GraBhoff and Felix Vollmer and Philipp Rostalski},
  title = {Muscle Artifact Removal in Single-Channel Electrocardiograms using Temporal Convolutional Networks},
  booktitle = {2022 44th Annual International Conference of the {IEEE} Engineering in Medicine & Biology Society ({EMBC})}
}
Roman Kusche, Jan Graßhoff, Andra Oltmann, Lukas Boudnik, and Philipp Rostalski,
A Robust Multi-Channel EMG System for Lower Back and Abdominal Muscles Training, 2021. pp. 159--162.
DOI:doi:10.1515/cdbme-2021-2041
File: cdbme-2021-2041
Bibtex: BibTeX
@inproceedings{KuGrOlBoRo21,
author = {Kusche, Roman and Graßhoff, Jan and Oltmann, Andra and Boudnik, Lukas and Rostalski, Philipp},
doi = {doi:10.1515/cdbme-2021-2041},
url = {https://doi.org/10.1515/cdbme-2021-2041},
title = {A Robust Multi-Channel EMG System for Lower Back and Abdominal Muscles Training},
journal = {Current Directions in Biomedical Engineering},
number = {2},
volume = {7},
year = {2021},
pages = {159--162}
}
Lukas Boudnik,
Registration of anatomical surfaces on irregular graphs with discrete optimization, Master's Thesis, Universität zu Lübeck, 2021.
Bibtex: BibTeX
@phdthesis{Master2021,
author = {Lukas Boudnik},
year = {2021},
title = {{Registration of anatomical surfaces on irregular graphs with discrete optimization}},
school = {{Universität zu Lübeck}},
publisher = {{Master's Thesis at the Institute for Medical Informatics, University of Lübeck}},
type = {{Master's Thesis}},
}
Lukas Boudnik,
Optimization of Mutual Information in Neural Networks for Multimodal Image Registration, Bachelor's Thesis, Universität zu Lübeck, 2018.
Bibtex: BibTeX
@phdthesis{Bachelor2018,
author = {Lukas Boudnik},
year = {2018},
title = {{Optimization of Mutual Information in Neural Networks for Multimodal Image Registration}},
school = {{Universität zu Lübeck}},
publisher = {{Bachelor's Thesis at the Institute for Medical Informatics, University of Lübeck}},
type = {{Bachelor's Thesis}},
}