Lukas Boudnik, M. Sc.


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:
Fax:

 

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

Conference Publications

2022

  • Lukas Boudnik and Jan GraBhoff and 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, jul, 2022
    BibTeX Link 
    @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})}
}

2021

  • Kusche, Roman and Graßhoff, Jan and Oltmann, Andra and Boudnik, Lukas and Rostalski, Philipp: A Robust Multi-Channel EMG System for Lower Back and Abdominal Muscles Training. Current Directions in Biomedical Engineering, no. 7, pp. 159-162, 2021
    BibTeX Link 
    @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}
}

Theses

2021

  • Lukas Boudnik: Registration of anatomical surfaces on irregular graphs with discrete optimization. Master`s Thesis at the Institute for Medical Informatics, University of Lübeck, 2021
    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}},
}

2018

  • Lukas Boudnik: Optimization of Mutual Information in Neural Networks for Multimodal Image Registration. Bachelor`s Thesis at the Institute for Medical Informatics, University of Lübeck, 2018
    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}},
}