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
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: | @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} } |
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: | @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})} } |
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: | @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} } |
Registration of anatomical surfaces on irregular graphs with discrete optimization, Master's Thesis, Universität zu Lübeck, 2021.
Optimization of Mutual Information in Neural Networks for Multimodal Image Registration, Bachelor's Thesis, Universität zu Lübeck, 2018.
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