Carl-Magnus Svensson

Applied Systems Biology · DropCode +49 3641 532-1088 carl-magnus.svensson@leibniz-hki.de

Curriculum vitae

Main Research Areas

signal and data analysis
analysis of medical and microscopy images using computer vision approaches
statistical modeling and machine learning

Professional Career

since 2012	Postdoctoral researcher in the Applied Systems Biology group, Hans Knöll Institute, Jena, Germany.
2011-2012	Postdoctoral researcher in the group Computational Neuroscience and Machine Learning at Frankfurt Institute for Advanced Studies (FIAS) in Frankfurt am Main
2009-2011	Postdoctoral researcher in the Visual Neuroscience group at the School of Psychology at the University of Nottingham (GB)
2009	PhD in Applied Mathematics at the University of Nottingham (GB)
2005	M.Sc. in Engineering Physics at the Royal Institute of Technology in Stockholm (SWE)

Publications

Svensson C-M, Figge MT (2019) Künstliche Intelligenz für die biomedizinische Bildgebung. GIT Labor-Fachzeitschrift , (Review)

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Svensson C-M^*, Shydkiv O^*, Dietrich S, Mahler L, Weber T, Choudhary M, Tovar M, Figge MT^*^*, Roth M^*^*; ^*authors contributed equally; ^*corresponding authors; ^*^*authors contributed equally (2019) Coding of experimental conditions in microfluidic droplet assays using colored beads and machine learning supported image analysis. Small 15(4), e1802384.

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Tuchscherr L, Pöllath C, Siegmund A, Deinhardt-Emmer S, Hörr V, Svensson C-M, Figge MT, Monecke S, Löffler B (2019) Clinical S. aureus isolates vary in their virulence to promote adaptation to the host. Toxins 11(3), 135.

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Allert S^*, Förster TM^*, Svensson C-M, Richardson JP, Pawlik T, Hebecker B, Rudolphi S, Juraschitz M, Schaller M, Blagojevic M, Morschhäuser J, Figge MT, Jacobsen ID, Naglik JR, Kasper L, Mogavero S, Hube B; ^*authors contributed equally (2018) Candida albicans-induced epithelial damage mediates translocation through intestinal barriers. mBio 9(3), e00915.

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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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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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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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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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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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