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Magnus Borga

Deputy Dean, Professor

My research is within Biomedical Image analysis, which deals with the development and study of automated methods for analysing medical images. The goal is to use e.g. magnetic resonance imaging, for quantification of clinical biomarkers.

Biomedical Image Analysis

Biomedical Image Analysis is a research area where new methods and techniques for depicting anatomy and function of the human body and its organs are developed and studied. An important area in this field is the development of non-invasive imaging biomarkers. One example of such biomarkers is fat infiltration in the liver, muscles and other organs.

Earlier, this has commonly been assessed using biopsies, which is often painful and may expose the patient to a risk for complications. By using quantitative magnetic resonance imaging, fat infiltration in various organs can be assessed in a painless and harmless way.

About me

CV

  • MSc, Applied Physics and Electrical Engineering 1991
  • PhD, Computer Vision, 1998
  • Full Professor, 2008 - present
  • Head of the Department of Biomedical Engineering, 2010-2011
  • Associate Dean at the Faculty of Science and Engineering, 2012-2017
  • Founder and CTO, AMRA Medical AB

Field of Teaching

  • I am examiner and lecturer in the course Neural networks and Learning Systems (TBMI26), which is given at many or the Technical faculty's master programs.

Grants (PI)

  • 2020 - 2023: Swedish Research Council, VR/NT: 3,200 kSEK
  • 2016 - 2017: Vinnova: 1,710 kSEK
  • 2016: LiU Cancer: 300 kSEK
  • 2014: LiU Cancer: 150 kSEK
  • 2007-2009: Swedish Research Council, VR/NT, 2,310 kSEK
  • 2006-2008: Swedish Research Council, VR/M, 1,050 kSEK
  • 2003-2005: Swedish Research Council, VR/M, 1,560 kSEK
  • 2003-2005: Vinnova and SSF, 4,000 kSEK

Publications

Selected

Cover of publication 'MRI scan body'
Magnus Borga, Janne West, Jimmy Bell, Nicholas Harvey, Thobias Romu, Steven Heymsfield, Olof Dahlqvist Leinhard (2018)

Journal of Investigative Medicine , Vol.66 , s.887-895

Cover of publication ''
Martin E. Lidell, Matthias J. Betz, Olof Dahlqvist Leinhard, Mikael Heglind, Louise Elander, Marc Slawik, Thomas Mussack, Daniel Nilsson, Thobias Romu, Pirjo Nuutila, Kirsi A. Virtanen, Felix Beuschlein, Anders Persson, Magnus Borga, Sven Enerbäck (2013)

Nature Medicine , Vol.19 , s.631-634

Latest publications

2023

Nils Lund, Olof Dahlqvist Leinhard, James M Elliott, Gunnel Peterson, Magnus Borga, Peter Zsigmond, Anette Karlsson, Anneli Peolsson (2023) BMC Musculoskeletal Disorders, Vol. 24, Article 181 (Article in journal)
Sigrid Nilsson, Mats Hammar, Janne West, Magnus Borga, Sofia Thorell, Anna-Clara Spetz Holm (2023) Maturitas, Vol. 176, Article 107794 (Article in journal)

2022

Magnus Borga, André Ahlgren, Sarah Weston (2022) Basic Protocols in Foods and Nutrition, p. 307-334 (Chapter in book)
Erik Niklasson, Magnus Borga, Olof Dahlqvist Leinhard, Per Widholm, Daniel P Andersson, Anna Wiik, Mats Holmberg, Torkel B Brismar, Thomas Gustafsson, Tommy R Lundberg (2022) British Journal of Radiology, Vol. 95, Article 20211094 (Article in journal)
Sanaa Tejani, Cody McCoy, Colby R. Ayers, Tiffany M. Powell-Wiley, Jean-Pierre Després, Jennifer Linge, Olof Dahlqvist Leinhard, Mikael Petersson, Magnus Borga, Ian J. Neeland (2022) Mayo Clinic proceedings, Vol. 97, p. 225-237 (Article in journal)

2021

Anette Karlsson, Anneli Peolsson, Thobias Romu, Olof Dahlqvist Leinhard, Anna-Clara Spetz, Sofia Thorell, Janne West, Magnus Borga (2021) NMR in Biomedicine, Vol. 34, Article e4581 (Article in journal)

2020

Magnus Borga, Andre Ahlgren, Thobias Romu, Per Widholm, Olof Dahlqvist Leinhard, Janne West (2020) Magnetic Resonance in Medicine, Vol. 84, p. 3146-3156 (Article in journal)

2019

Anette Karlsson, Anneli Peolsson, James Elliott, Thobias Romu, Helena Ljunggren, Magnus Borga, Olof Dahlqvist Leinhard (2019) PLOS ONE, Vol. 14, Article e0226037 (Article in journal)
Jennifer Linge, Brandon Whitcher, Magnus Borga, Olof Dahlqvist Leinhard (2019) Obesity, Vol. 27, p. 1190-1199 (Article in journal)
Anneli Peolsson, Anette Karlsson, Bijar Ghafouri, Tino Ebbers, Maria Engström, Margaretha Jönsson, Karin Wåhlén, Thobias Romu, Magnus Borga, Eythor Kristjansson, Hilla Sarig Bahat, Dmitry German, Peter Zsigmond, Gunnel Peterson (2019) BMC Musculoskeletal Disorders, Vol. 20, Article 51 (Article in journal)

Research

My research is funded by the Swedish Research Council with the project "Anatomical Manifolds for Interactive Radiomics in Studies of Metabolic and Muscle Degenerative Diseases" (VR: 2019-04751).
Simulation of brain

Biomedical Image Science

We develop methods & techniques for depicting anatomy & function in the human body & its organs. From imaging techniques, through methods of analysis and quantification of image information, to validation of new methods and image-based biomarkers

Organisation