Carl-Magnus Svensson

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

Publications

Competitive inhibition and mutualistic growth in Co infections: deciphering Staphylococcus aureus – Acinetobacter baumannii interaction dynamics

Impact of functional electrical stimulation on nerve-damaged muscles by quantifying fat infiltration using deep learning

Selective Uptake Into Inflamed Human Intestinal Tissue and Immune Cell Targeting by Wormlike Polymer Micelles (Small 21/2024)

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

Organ-on-chip models for infectious disease research.