
Dr. Carl-Magnus Svensson
Angewandte Systembiologie · DropCode
Telefon: +49 3641 532-1088 Telefax: +49 3641 532-2088 E-Mail: carl-magnus.svensson@leibniz-hki.de
- 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) |
(2020) Ground truthing from multi-rater labeling with three-way decision and possibility theory. Information Sciences 545, 771-790. Details
(2020) Human neutrophils produce antifungal extracellular vesicles against Aspergillus fumigatus. mBio 11(2), e00596-20. Details PubMed Open Access PDF Supplement
(2019) Regulation of the germinal center reaction and somatic hypermutation dynamics by homologous recombination. J Immunol 203(6), 1493-1501. Details PubMed
(2019) Lack of CD45 in FLT3-ITD mice results in a myeloproliferative phenotype, cortical porosity, and ectopic bone formation. Oncogene 38(24), 4773-4787. Details PubMed
(2019) Coding of experimental conditions in microfluidic droplet assays using colored beads and machine learning supported image analysis. Small 15(4), e1802384. Details PubMed
(2019) Künstliche Intelligenz für die biomedizinische Bildgebung. GIT Labor-Fachzeitschrift , Details Open Access PDF
(2019) Clinical S. aureus isolates vary in their virulence to promote adaptation to the host. Toxins 11(3), 135. Details PubMed Open Access PDF Supplement
(2018) Candida albicans-induced epithelial damage mediates translocation through intestinal barriers. mBio 9(3), e00915. Details PubMed Open Access
(2018) Untangling cell tracks: Quantifying cell migration by time lapse image data analysis. Cytometry A 93(3), 357-370. Details PubMed Open Access PDF
(2017) Mast cells acquire MHCII from dendritic cells during skin inflammation. J Exp Med 214(12), 3791-3811. Details PubMed
(2017) Automated quantification of early bone alterations and pathological bone turnover in experimental arthritis by in vivo PET/CT imaging. Sci Rep 7, 2217. Details PubMed Open Access PDF
(2017) Quantification of arthritic bone degradation by analysis of 3D micro-computed tomography data. Sci Rep 7, 44434. Details PubMed Open Access PDF Supplement
(2017) Segmentation of clusters by template rotation expectation maximization. Comput Vis Image Underst 152, 64-72. Details Open Access
(2015) Estimation of cortical magnification from positional error in normally sighted and amblyopic subjects. Journal of Vision 15(2), 1-16. Details PubMed Open Access
(2015) Automated quantification of the phagocytosis of Aspergillus fumigatus conidia by a novel image analysis algorithm. Frontiers in Microbiology 6(549), *authors contributed equally. Details PubMed Open Access
(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. Details PubMed Open Access
(2014) Automated detection of circulating tumor cells with naive Bayesian classifiers. Cytometry A 85(6), 501-511. Details PubMed
(2012) Using evolutionary algorithms for fitting high-dimensional models to neuronal data. Neuroinformatics 10(2), 199-218. Details PubMed
(2009) Mode locking in a spatially extended neuron model: active soma and compartmental tree. Int J Bifurcat Chaos 19(2597), Details Open Access
(2007) Branching dendrites with resonant membrane: a "sum-over-trips" approach. Biol Cybern 97(2), 137-149. Details PubMed