Featured Image

Dr. Carl-Magnus Svensson

Post-doctoral researcher, Sub-group image analysis member, Sub-group leader

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)
  • 2009-2011 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

2025-09-25

Multiplexed, rapid phenotypic antibiotic susceptibility testing based on angle-resolved light scattering imaging of microfluidic droplets.

Martina Graf, Arjun Sarkar, Carl-Magnus Svensson, Anne-Sophie Munser, Sven Schröder, Elke Müller, Sundar Hengoju, Marc Thilo Figge, Miriam A Rosenbaum#

Journal of Advanced Research

2025-02-01

Targeting protein kinase C-α prolongs survival and restores liver function in sepsis: Evidence from preclinical models

Ling Xiong, Dustin Beyer, Na Liu, Tina Lehmann, Sophie Neugebauer, Sascha Schaeuble, Oliver Sommerfeld, Philipp Ernst, Carl-Magnus Svensson, Sandor Nietzsche, Sebastian Scholl, Tony Bruns, Nikolaus Gaßler, Markus H Gräler, Marc Thilo Figge, Gianni Panagiotou, Michael Bauer, Adrian T Press

Pharmacological Research

2025-02-01

Rapid detection of microbial antibiotic susceptibility via deep learning supported analysis of angle-resolved scattered-light images of picoliter droplet cultivations

Sarkar A*, Graf M*, Svensson CM, Munser A-S, Schröder S, Hengoju S, Rosenbaum M, Figge MT

Sensors and Actuators B: Chemical

2024-09-12

Engineering Adhesion of the Probiotic Strain Escherichia coli Nissle to the Fungal Pathogen Candida albicans

Chamas A#, Svensson CM, Maneira C, Sporniak M, Figge MT, Lackner G

ACS Synth Biol

2024-08-30

Metamizole outperforms meloxicam in sepsis: insights on analgesics, survival and immunomodulation in the peritoneal contamination and infection sepsis model

Liu N, Sonawane M, Sommerfeld O, Svensson CM, Figge MT, Bauer Reinhard , Bischoff SJ,Bauer M, Osuchowski MF, Press AT

Frontiers in Immunology

2024-08-07

NFDI4BIOIMAGE – National research data infrastructure for microscopy and bioimage analysis

Moore J#, Kunis S, Grüning B, Blank-Burian M, Mallm JP, Stöter T, Zuschratter W, Figge MT, Kreshuk A, Tischer C, Haase R, Zobel T, Bauer P, Svensson CM, Gerst R, Hanne J, Schmidt C, Becker MM, Bocklitz T, Bumberger J, Chalopin C, Chen J, Czodrowski P, Dickscheid T, Fortmann- Grote C, Huisken J, Lohmann J, Schauss A, Baumann M, Beretta C, Burel JM, Heuveline C, Kuner R, Kuner T, Landwehr M, Leibfried A, Nitschke R, Mittal D, von Suchodoletz D, Valencia- Schneider M, Zentis P, Brilhaus D, Hartley M, Hülsmann B, Dunker S, Keppler A, Mathur A, Meesters C, Möbius W, Nahnsen S, Pfander C, Rehwald S, Serrano-Solano B, Vilardell Scholten L, Vogl R, Becks L, Ferrando-May E*#, Weidtkamp-Peters S*#

Zenodo

2024-05-08

Long-term stimulation by implanted pacemaker enables non-atrophic treatment of bilateral vocal fold paresis in a human-like animal model

Walluks K*, Hoffmann B*, Svensson CM, Förster G, Müller AH, Jarvis J, Perkins J, Figge MT#, Arnold D#; *contributed equally and #contributed equally

Scientific Reports

2024-01-08

IMFSegNet: Cost-effective and objective quantification of intramuscular fat in histological sections by deep learning

Praetorius JP, Walluks K, Svensson CM, Arnold D, Figge MT#

Comput Struct Biotechnol J

2023-11-11

Quantitative analysis of peroxisome tracks using a Hidden Markov Model

Svensson CM*, Reglinski K*, Schliebs W, Erdmann R, Eggeling C#, Figge MT#

Sci Rep

2022-12-08

Targeting of phagolysosomes containing conidia of the human pathogenic fungus Aspergillus fumigatus with polymeric particles

González K*, Gangapurwala G*, Alex J*, Vollrath A, Cseresnyés Z, Weber C, Czaplewska JA, Hoeppener S, Svensson CM, Orasch T, Heinekamp T, Guerrero-Sánchez C, Figge MT, Schubert US, Brakhage AA

Applied Microbial and Cell Physiology

2022-09-01

Defining a nonribosomal specificity code for design.

Aleksa Stanišić, Carl-Magnus Svensson, Ulrich Ettelt, Hajo Kries#

bioRxiv

2022-06-10

Research data management for bioimaging: The 2021 NFDI4BIOIMAGE community survey.

Schmidt C*, Hanne J*, Moore J, Meesters C, Ferrando-May E, Weidtkamp-Peters S, members of the NFDI4BIOIMAGE initiative (incl. Svensson CM, Figge MT)

F1000Research

2021-05-11

Mit Tropfenmikrofluidik zu Hochgeschwindigkeits-Biotechnologie

Bianka Kästner, Sundar Hengoju, Carl-Magnus Svensson, Marc Thilo Figge, Miriam A. Rosenbaum#

BIOspektrum

2021-02-04

Ground truthiEtAlng from multi-rater labeling with three-way decision and possibility theory

Andrea Campagner*#, Davide Ciucci, Carl-Magnus Svensson, Marc Thilo Figge, Federico Cabitza

Information Sciences

2020-04-14

Human Neutrophils Produce Antifungal Extracellular Vesicles against Aspergillus fumigatus

Iordana A Shopova, Ivan Belyaev, Prasad Dasari, Susanne Jahreis, Maria C Stroe, Zoltán Cseresnyés, Ann-Kathrin Zimmermann, Anna Medyukhina, Carl-Magnus Svensson, Thomas Krüger, Viktòria Szeifert, Sandor Nietzsche, Theresia Conrad, Matthew G Blango, Olaf Kniemeyer, Marie von Lilienfeld-Toal, Peter F Zipfel, Erzsébet Ligeti, Marc Thilo Figge, Axel A Brakhage

mBio

2019-09-06

Regulation of the Germinal Center Reaction and Somatic Hypermutation Dynamics by Homologous Recombination

Gianna Hirth*, Carl-Magnus Svensson, Katrin Böttcher, Steffen Ullrich, Marc Thilo Figge, Berit Jungnickel#

The Journal of Immunology

2019-03-01

Clinical S. aureus Isolates Vary in Their Virulence to Promote Adaptation to the Host

Lorena Tuchscherr, Christine Pöllath, Anke Siegmund, Stefanie Deinhardt-Emmer, Verena Hoerr, Carl-Magnus Svensson, Marc Thilo Figge, Stefan Monecke, Bettina Löffler

Toxins

2019-02-28

Lack of CD45 in FLT3-ITD mice results in a myeloproliferative phenotype, cortical porosity, and ectopic bone formation

Anne Kresinsky*, Tina M. Schnöder, Ilse D. Jacobsen, Martina Rauner, Lorenz C. Hofbauer, Volker Ast, Rainer König, Bianca Hoffmann, Carl-Magnus Svensson, Marc Thilo Figge, Ingrid Hilger, Florian H. Heidel, Frank- D. Böhmer, Jörg P. Müller #

Oncogene

2019-01-01

Künstliche Intelligenz für die biomedizinische Bildgebung

Carl-Magnus Svensson*, und Marc Thilo Figge#

GIT Labor-Fachzeitschrift

2018-12-18

Coding of Experimental Conditions in Microfluidic Droplet Assays Using Colored Beads and Machine Learning Supported Image Analysis

Carl-Magnus Svensson*, Oksana Shvydkiv, Stefanie Dietrich, Lisa Mahler, Thomas Weber, Mahipal Choudhary, Miguel Tovar, Marc Thilo Figge#, Martin Roth#

Small

2018-06-15

Candida albicans-Induced Epithelial Damage Mediates Translocation through Intestinal Barriers

Stefanie Allert*, Toni M Förster*, Carl-Magnus Svensson, Jonathan P Richardson, Tony Pawlik, Betty Hebecker, Sven Rudolphi, Marc Juraschitz, Martin Schaller, Mariana Blagojevic, Joachim Morschhäuser, Marc Thilo Figge, Ilse D Jacobsen, Julian R Naglik, Lydia Kasper, Selene Mogavero, Bernhard Hube

mBio

2017-10-30

Mast cells acquire MHCII from dendritic cells during skin inflammation

Jan Dudeck*, Anna Medyukhina*, Julia Fröbel, Carl-Magnus Svensson, Johanna Kotrba, Michael Gerlach, Ann-Christine Gradtke, Bernd Schröder, Stephan Speier, Marc Thilo Figge#, Anne Dudeck#

Journal of Experimental Medicine

2017-10-04

Untangling cell tracks: Quantifying cell migration by time lapse image data analysis

Carl-Magnus Svensson, Anna Medyukhina, Ivan Belyaev, Naim Al-Zaben, Marc Thilo Figge#

Cytometry A

2017-05-22

Automated Quantification of Early Bone Alterations and Pathological Bone Turnover in Experimental Arthritis by in vivo PET/CT Imaging

Bianca Hoffmann*, Carl-Magnus Svensson*, Maria Straßburger, Björn Gebser, Ingo M Irmler, Thomas Kamradt, Hans Peter Saluz#, Marc Thilo Figge#

Scientific Reports

2017-03-14

Quantification of arthritic bone degradation by analysis of 3D micro-computed tomography data

Carl-Magnus Svensson*, Bianca Hoffmann*, Ingo M Irmler, Maria Straßburger, Marc Thilo Figge#, Hans Peter Saluz#

Scientific Reports

2016-08-10

Segmentation of clusters by template rotation expectation maximization

Carl-Magnus Svensson*#, Karen Grace Bondoc, Georg Pohnert, Marc Thilo Figge#

Computer Vision and Image Understanding

2015-10-04

Automated Classification of Circulating Tumor Cells and the Impact of Interobsever Variability on Classifier Training and Performance

Carl-Magnus Svensson, Ron Hübler, Marc Thilo Figge

Journal of Immunology Research

2015-06-09

Automated quantification of the phagocytosis of Aspergillus fumigatus conidia by a novel image analysis algorithm

Kaswara Kraibooj, Hanno Schoeler, Carl-Magnus Svensson, Axel A Brakhage, Marc Thilo Figge

Frontiers in Microbiology

2014-04-14

Automated detection of circulating tumor cells with naive Bayesian classifiers

Carl-Magnus Svensson, Solveigh Krusekopf, Jörg Lücke, Marc Thilo Figge

Cytometry A

Imprint
-
Data protection statement