Christine Droigk, M.Sc.

Photo of Christine  Droigk, M.Sc.

Research Associate


Institute for Signal Processing
University of Luebeck
Ratzeburger Allee 160
23562 Lübeck

Gebäude 64, 1. OG, Raum 30a

Email: c.droigk(at)uni-luebeck.de
Phone: +49 451 3101 5815

Research interests

- Magnetic particle imaging reconstruction

- Mathematical models in magnetic particle imaging

Publications

2022

  • Christine Droigk, Marco Maaß, and Alfred Mertins,
    Direct multi-dimensional Chebyshev polynomial based reconstruction for magnetic particle imaging, Physics in Medicine & Biology , vol. 67, no. 4, pp. 045014, 2022.
    DOI:10.1088/1361-6560/ac4c2e
    Bibtex: BibTeX
    @Article{Droigk2022a,
      author  = {Droigk, Christine and Maass, Marco and Alfred Mertins},
      journal = {Physics in Medicine & Biology},
      title   = {Direct multi-dimensional Chebyshev polynomial based reconstruction for magnetic particle imaging},
      year = {2022},
      doi    = {10.1088/1361-6560/ac4c2e},
      volume = {67},
      number = {4},
      pages = {045014},
    }

  • 2020

  • M. Maaß, C. Droigk, and A. Mertins,
    A novel representation of the MPI system function, in 10th International Workshop on Magnetic Particle Imaging (IWMPI 2020) , Würzburg, Germany , 2020.
    Bibtex: BibTeX
    @InProceedings{maass2020b,
      author    = {Maass, M. and Droigk, C. and Mertins, A.},
      booktitle = {10th International Workshop on Magnetic Particle Imaging (IWMPI 2020)},
      title     = {A novel representation of the MPI system function},
      year      = {2020},
      address   = {Würzburg, Germany},
      month     = {September},
    }

  • M. Maaß, C. Droigk, F. Katzberg, P. Koch, and A. Mertins,
    A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging, in 28th European Signal Processing Conference (EUSIPCO 2020) , 2020. pp. 2135--2139.
    File: maass2020c.pdf
    Bibtex: BibTeX
    @InProceedings{maass2020c,
      author    = {Maass, M. and Droigk, C. and Katzberg, F. and Koch, P. and Mertins, A.},
      booktitle = {28th European Signal Processing Conference (EUSIPCO 2020)},
      title     = {A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging},
      month = {September},
      year      = {2020},
      pages    = {2135--2139},
    }

  • Christine Droigk, Marco Maaß, and Alfred Mertins,
    An upper bound for the frequency dependent energy of the 2-dimensional system function, International Journal on Magnetic Particle Imaging , vol. 6, no. 2 Suppl 1, 2020.
    Bibtex: BibTeX
    @article{droigk2020a,
      author    = {Droigk, Christine and Maass, Marco and Mertins, Alfred},
      title     = {An upper bound for the frequency dependent energy of the 2-dimensional system function},
    journal = {International Journal on Magnetic Particle Imaging},
    volume={6},
      number={2 Suppl 1},
      year      = {2020},
      month     = {September}
    }

  • M. Maaß, C. Droigk, and A. Mertins,
    MPI reconstruction using bessel functions, in 10th International Workshop on Magnetic Particle Imaging (IWMPI 2020) , Würzburg, Germany , 2020.
    Bibtex: BibTeX
    @InProceedings{maass2020a,
      author    = {Maass, M. and Droigk, C. and Mertins, A.},
      booktitle = {10th International Workshop on Magnetic Particle Imaging (IWMPI 2020)},
      title     = {MPI reconstruction using bessel functions},
      year      = {2020},
      address   = {Würzburg, Germany},
      month     = {September},
    }

  • 2019

  • M. Maaß, C. Droigk, P. Koch, and A. Mertins,
    A Strategy for the Extension of the Kaczmarz Algorithm to Different Priors, in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019) , New York, USA: Infinite Science Publishing, 2019. pp. 111-112.
    File: Maass2019.pdf
    Bibtex: BibTeX
    @InProceedings{Maass2019,
      author    = {Maass, M. and Droigk, C. and Koch, P. and Mertins, A.},
      title     = {A Strategy for the Extension of the Kaczmarz Algorithm to Different Priors},
      Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
      year      = {2019},
    Pages = {111-112}, 
    publisher = {Infinite Science Publishing},
    address = {New York, USA}, 
    month = { March},
    }

  • Christine Droigk, Marco Maaß, Corbinian Englisch, and Alfred Mertins,
    Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging, in Bildverarbeitung für die Medizin 2019 , Handels, Heinz and Deserno, Thomas Martin and Maier, A. and Maier-Hein, K.H. and Palm, Christoph and Tolxdorff, Thomas, Eds. Springer Vieweg, Wiesbaden, 2019, pp. 165-170.
    DOI:10.1007/978-3-658-25326-4_35
    File: Droigk2019_JointMultiresolutionAndBackgroundDetectionReconstructionForMagneticParticleImaging.pdf
    Bibtex: BibTeX
    @incollection{droigk2019joint,
       title={Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging},
       author={Droigk, Christine and Maass, Marco and Englisch, Corbinian and Mertins, Alfred},
       booktitle={Bildverarbeitung f{\"u}r die Medizin 2019},
         series = {Informatik aktuell},
       pages={165-170},
       year={2019},
       publisher = {Springer Vieweg, Wiesbaden},
         organization = {Springer Vieweg, Wiesbaden}, 
    editor = {Handels, Heinz and Deserno, Thomas Martin and Maier, A. and Maier-Hein, K.H. and Palm, Christoph and Tolxdorff, Thomas}, 
    doi       = {10.1007/978-3-658-25326-4_35}, }
    
    

  • Christine Droigk, Marco Maaß, Philipp Koch, Anita Möller, and Alfred Mertins,
    Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection, in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019) , New York, USA: Infinite Science Publishing, 2019. pp. 113-114.
    File: Droigk2019_Multiresolution_Magnetic_Particle_Imaging_of_Vessel_Structures_with_Support_Detection.pdf
    Bibtex: BibTeX
    @inproceedings{droigk2019multiresolution,
    Author = {Droigk, Christine and Maass, Marco and Koch, Philipp and Möller, Anita and Mertins, Alfred}, 
    Title = {Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection}, 
    Year = {2019}, 
    Pages = {113-114}, 
    Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
    publisher = {Infinite Science Publishing},
    address = {New York, USA}, 
    month = {March},
    }
    

  • Christine Droigk, Marco Maaß, and Alfred Mertins,
    Multiresolution vessel detection in magnetic particle imaging using wavelets and a Gaussian mixture model, International Journal of Computer Assisted Radiology and Surgery , vol. 14, no. 11, pp. 1913-1921, 2019.
    DOI:10.1007/s11548-019-02079-w
    Bibtex: BibTeX
    @article{droigk2019c,
    author={Droigk, Christine and Maass, Marco and Mertins, Alfred},
    title={Multiresolution vessel detection in magnetic particle imaging using wavelets and a Gaussian mixture model},
    journal={International Journal of Computer Assisted Radiology and Surgery},
    year={2019},
    month={November},
    day={01},
    volume={14},
    number={11},
    pages={1913-1921},
    abstract={Magnetic particle imaging is a tomographic imaging technique that allows one to measure the spatial distribution of superparamagnetic nanoparticles, which are used as tracer. The magnetic particle imaging scanner measures the voltage induced due to the nonlinear magnetization behavior of the nanoparticles. The tracer distribution can be reconstructed from the voltage signal by solving an inverse problem. A possible application is the imaging of vessel structures. In this and many other cases, the tracer is only located inside the structures and a large part of the image is related to background. A detection of the tracer support in early stages of the reconstruction process could improve reconstruction results.},
    issn={1861-6429},
    doi={10.1007/s11548-019-02079-w}
    }

  • P. Koch, M. Maaß, M. Bruhns, C. Droigk, T. J. Parbs, and A. Mertins,
    Neural Network for Reconstruction of MPI Images, in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019) , New York, USA: Infinite Science Publishing, 2019. pp. 39--40.
    File: koch2019a.pdf
    Bibtex: BibTeX
    @inproceedings{koch2019a,
    Author = {Koch, P.  and Maass, M. and Bruhns, M. and Droigk, C.  and Parbs, T. J. and Mertins, A.}, 
    Title = {Neural Network for Reconstruction of MPI Images}, 
    Year = {2019}, 
    Pages = {39--40}, 
    Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
    publisher = {Infinite Science Publishing},
    address = {New York, USA}, 
    month = {March},
    }

  • Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Gereon Hüttmann, Nunciada Salma, Dieter Manstein, Mattias P. Heinrich, and Heinz Handels,
    Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural Networks, Biomedical Optics Express , vol. 10, pp. 3484-3496, 2019.
    DOI:10.1364/BOE.10.003484
    Bibtex: BibTeX
    @article {kepp19,
        title = {Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural Networks},
        journal = {Biomedical Optics Express},
        volume = {10},
        year = {2019},
        month = {July},
        pages = {3484-3496},
        doi = {10.1364/BOE.10.003484},
        author = { Kepp, Timo and Droigk, Christine and Casper, Malte and Evers, Michael and Hüttmann, Gereon and Salma, Nunciada and Manstein, Dieter and Heinrich, Mattias P. and Heinz Handels}
    }