Carl-Magnus Svensson

Dr. Carl-Magnus Svensson

Angewandte Systembiologie · DropCode +49 3641 532-1088 carl-magnus.svensson@leibniz-hki.de

Curriculum vitae

Forschungsschwerpunkte
  • Signal- und Datenanalyse
  • Analyse medizinischer und mikroskopischer Bilddaten mit Ansätzen aus der digitalen Bildverarbeitung
  • statistische Modellierung und maschinelles Lernen
Wissenschaftlicher Werdegang
seit 2012 Wissenschaftlicher Mitarbeiter in der Gruppe Angewandte Systembiologie am Hans-Knöll-Institut
2011-2012 Wissenschaftlicher Mitarbeiter in der Gruppe Computational Neuroscience and Machine Learning am Frankfurt Institute for Advanced Studies (FIAS) in Frankfurt am Main
2009-2011 Wissenschaftlicher Mitarbeiter in der Gruppe Visual Neuroscience in der Fakultät für Psychologie an der Universität von Nottingham (GB)
2009 Dr. rer. nat. in Angewandter Mathematik an der Universität von Nottingham (GB)
2005 M.Sc. in Technischer Physik am Royal Institute of Technology in Stockholm (SWE)

Publikationen

Svensson C-M, Medyukhina A, Belyaev I, Al-Zaben N, Figge MT (2018) Untangling cell tracks: Quantifying cell migration by time lapse image data analysis. Cytometry A 93(3), 357-370. (Review)
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PubMed Open Access PDF Paper
Dudeck J*, Medyukhina A*, Froebel J, Svensson C-M, Kotrba J, Gerlach M, Gradtke AC, Schröder B, Speier S, Figge MT**, Dudeck A**; *authors contributed equally; **corresponding authors, authors contributed equally (2017) Mast cells acquire MHCII from dendritic cells during skin inflammation. J Exp Med 214(12), 3791-3811.
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PubMed
Svensson C-M, Bondoc K G, Pohnert G, Figge MT (2017) Segmentation of clusters by template rotation expectation maximization. Comput Vis Image Underst 152, 64-72.
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Open Access
Svensson C-M*, Hoffmann B*, Irmler I, Straßburger M, Figge MT**, Saluz HP**; *authors contributed equally; **corresponding authors, authors contributed equally (2017) Quantification of arthritic bone degradation by analysis of 3D micro-computed tomography data. Sci Rep 7, 44434.
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Hussain Z, Svensson C-M, Besle J, Webb BS, Barrett BT, McGraw PV (2015) Estimation of cortical magnification from positional error in normally sighted and amblyopic subjects. Journal of Vision 15(2), 1-16.
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PubMed Open Access
Kraibooj K*, Schoeler H*, Svensson C-M, Brakhage AA, Figge MT (2015) Automated quantification of the phagocytosis of Aspergillus fumigatus conidia by a novel image analysis algorithm. Frontiers in Microbiology 6(549), *authors contributed equally.
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PubMed Open Access
Svensson C-M, Hübler R, Figge MT (2015) Automated classification of circulating tumor cells and the impact of inter-observer variability on classifier training and performance. Journal of Immunology Research 2015(Article ID 573165), 9.
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PubMed Open Access
Svensson C-M, Krusekopf S, Lücke J, Figge MT (2014) Automated detection of circulating tumor cells with naive Bayesian classifiers. Cytometry A 85(6), 501-511.
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PubMed
Svensson C-M, Coombes S, Peirce JW (2012) Using evolutionary algorithms for fitting high-dimensional models to neuronal data. Neuroinformatics 10(2), 199-218.
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PubMed
Svensson C-M, Coombes S (2009) Mode locking in a spatially extended neuron model: active soma and compartmental tree. Int J Bifurcat Chaos 19(2597),
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Open Access