Dr. rer. nat. Kai Brehmer

Research Scientist


Institute for Electrical Engineering in Medicine
Universität zu Lübeck
Moislinger Allee 53-55
23558 Lübeck
Gebäude 19,

Email:k.brehmer(at)uni-luebeck.de
Phone:+49 451 3101 6222
Fax:

 

Research  

Research Interests

  • Biomedical signal processing
  • Image processing
  • Image registration
  • Numerical optimization
  • AI and Deep Learning
  • Mathematical modeling and analysis of dynamical systems
  • Regulatory affairs

Current Projects

  • Künstliche Intelligenz-Space für intelligente Gesundheitssysteme (KI-SIGS)
    • AP 360 VIsuelle KOntextinformation zur Optimierung der Beatmungstherapie (VIKOOB)
    • AP 230 Regulatorische Plattform

 

Teaching

  • Analysis and Control of Physiological Systems (CS3702, CS3703, ME3702, CS5280, CS5840) – Seminar

 

Conferences, Workshops and Talks

  • Chemnitz Symposium on Inverse Problems 2019, September 30 - October 2, 2019, Frankfurt a.M., Germany.
    Talk: Schatten-q-Norm based distance measures for registration of multiple images
  • 2nd IMA Conference On Inverse Problems From Theory To Application, September 4 - September 6, 2019, London, UK.
    Talk: Schatten-q-Norm based distance measures for registration of multiple images
  • 7th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), June 30 - July 4, 2019, Hofgeismar, Germany.
    Talk: Variational registration of multiple images with the SVD based SqN distance measure
  • 8th International Workshop on Biomedical Image Registration, WBIR2018, June 28th - 29th 2018, Leiden, The Netherlands.
    Talk: SqN: A Novel Similarity Measure for Image Sequences
  • SIAM Conference on Imaging Science, June 5th - 8th 2018, Bologna, Italy.
    Talk: Non-parametric registration of medical image data using Schatten-q-Norms
  • YR Meeting & CSE Workshop "Recent Trends and Future Developments in Computational Science & Engineering", March 26th - 29th 2018, Plön, Germany.
    Talk: SqN: A Novel Similarity Measure for Image Sequences
  • 89th GAMM Annual Meeting, March 19th - 23rd 2018, Munich, Germany.
    Talk: Simultaneous Registration of Multiple Images -- Measuring Similarity by Singular Values
  • 2nd Workshop on computational aspects of perfusion and flow in live tissue, December 4th - 7th 2017, Bergen, Norway.
  • Workshop GAMM-MSIP, September 18th - 20th 2017, Bremen, Germany.
    Talk: Non-parametric Registration of Medical Image Data using Schatten-q-Norms

 

Publications

2021

  • Hennigs, Carlotta and Brehmer, Kai and Rostalski, Philipp: The effect of body mass index on pressure controlled ventilator settings. AUTOMED 2021, 2021
    BibTeX 
    @inproceedings{HeBrRo21,
  author  = {Hennigs, Carlotta and Brehmer, Kai and Rostalski, Philipp},
  journal = {AUTOMED 2021},
  title   = {The effect of body mass index on pressure controlled ventilator settings},
  year    = {2021}
}

2020

  • Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim: Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling. PROTEOMICS - Clinical Applications, Wiley, 2020
    BibTeX Link 
    @article{HeBr20,
  title={Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling},
  author={Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim},
  journal={PROTEOMICS -- Clinical Applications},
  year={2020},
  publisher={Wiley},
  url={{{https://onlinelibrary.wiley.com/doi/10.1002/prca.201900143}}},
  doi={{{10.1002/prca.201900143}}}
}
  • Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim: Front Cover: Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling. PROTEOMICS - Clinical Applications, Wiley, 2020
    BibTeX Link 
    @article{HeBr20a,
  title={Front Cover: Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling},
  author={Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim},
  journal={PROTEOMICS -- Clinical Applications},
  year={2020},
  publisher={Wiley},
  url={{{https://onlinelibrary.wiley.com/doi/abs/10.1002/prca.202170011}}},
  doi={{{10.1002/prca.202170011}}}
}

2019

  • Brehmer, Kai and Aggrawal, Hari Om and Heldmann, Stefan and Modersitzki, Jan: Variational registration of multiple images with the SVD based SqN distance measure. in Scale Space and Variational Methods in Computer Vision: 7th International Conference, SSVM 2019, Hofgeismar, Germany, June 30-July 4, 2019, Proceedings, pp. 251-262, Springer International Publishing, 2019
    BibTeX Link 
    @inproceedings{BrAgHeMo19,
author={Brehmer, Kai and Aggrawal, Hari Om and Heldmann, Stefan and Modersitzki, Jan},
title={Variational registration of multiple images with the SVD based SqN distance measure},
booktitle={Scale Space and Variational Methods in Computer Vision: 7th International Conference, SSVM 2019, Hofgeismar, Germany, June 30-July 4, 2019, Proceedings},
year={2019},
editor={Burger, Martin and Lellmann, Jan and Modersitzki, Jan},
publisher={Springer},
pages={251--262},
url={{{https://arxiv.org/abs/1907.09732}}},
doi={{{10.1007/978-3-030-22368-7_20}}}
}

2018

  • Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan: Simultaneous Registration of Image Sequences-a novel singular value based images similarity measure. PAMM, no. 18, pp. e201800370, Wiley Online Library, 2018
    BibTeX Link 
    @article{BrWaMo18b,
  title={Simultaneous Registration of Image Sequences--a novel singular value based images similarity measure},
  author={Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan},
  journal={PAMM},
  volume={18},
  number={1},
  pages={e201800370},
  year={2018},
  publisher={Wiley},
  url={{{https://arxiv.org/abs/1907.09275}}},
  doi={{{10.1002/pamm.201800370}}}
}
  • Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan: A Novel Similarity Measure for Image Sequences. in International Workshop on Biomedical Image Registration, pp. 47-56, 2018
    BibTeX Link 
    @inproceedings{BrWaMo18a,
  title={A Novel Similarity Measure for Image Sequences},
  author={Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan},
  booktitle={International Workshop on Biomedical Image Registration},
  pages={47--56},
  year={2018},
  organization={Springer},
  url={{{https://arxiv.org/abs/1907.09741}}},
  doi={{{10.1007/978-3-319-92258-4_5}}}
}