Photo of Peter Lundberg

Peter Lundberg

Adjunct Professor

Adjunct professor in radiological science (RAD/DISP) focusing on quantitative magnetic resonance physics.

Medical Imaging Science

I research the function of various organs using modern quantitative imaging techniques and mathematical models. I am particularly interested in explaining the biological background of various diseases such as liver disease, cancer, neurological, and inflammatory diseases, as well as Federated Learning, particularly text-based AI.

Short texts

CV

  • Master of Science in Biophysical Methods/Nuclear Magnetic Resonance Physics, LTH
  • Technical Licentiate in bio-NMR, LTH
  • PhD in bio-NMR. University of Calgary, Canada
  • Senior Research Officer NMR, University of Sydney, Australia
  • University Lecturer/Docent NMR, Umeå University
  • Adjunct Professor of Magnetic Resonance Physics MR, Linköping University
  • Senior Chief Engineer MR-Physics, University Hospital in Linköping

Research area

Especially quantitative magnetic resonance (MR, MRS, and NMR)
Organ areas, diseases, others: MASLD, NASLD, HCC, MS, T2DM, brain tumors in children, text-based AI (patient records), federated learning (text), MR safety, work environment

Teaching assignments

  • Supervision of doctoral students
  • Supervision of master's students
  • Research training courses in Magnetic Resonance

Networks

  • International Society for Magnetic Resonance in Medicine (ISMRM)
  • European Society for Magnetic Resonance in Medicine and Biology (ESMRMB)
  • Center for Medical Imaging and Visualization (CMIV)
  • Swedish Society for Radiation Physics
  • Swedish Alliance for MR Safety (SAMS)

Publications

Cover of publication ''
Henrik Podéus, Christian Simonsson, Patrik Nasr, Mattias Ekstedt, Stergios Kechagias, Peter Lundberg, William Lövfors, Gunnar Cedersund (2024)

npj Digital Medicine , Vol.7 Continue to DOI

Cover of publication ''
Christian Simonsson, Elin Nyman, Peter Gennemark, Peter Gustafsson, Ingrid Hotz, Mattias Ekstedt, Peter Lundberg, Gunnar Cedersund (2024)

Clinical Nutrition , Vol.43 , s.1532-1543 Continue to DOI

Cover of publication ''
Marie Byenfeldt, Johan Kihlberg, Patrik Nasr, Christer Groenlund, Anna Lindam, Wolf Bartholomä, Peter Lundberg, Mattias Ekstedt (2024)

European Radiology Continue to DOI

2024

Love Engstrom Nordin, Karin Aberg, Johan Kihlberg, Titti Owman, Boel Hansson, Isabella M. Bjorkman-Burtscher, Cecilia Petersen, Peter Lundberg (2024) ESR Essentials: basic physics of MR safety-practice recommendations by the European Society for Magnetic Resonance in Medicine and Biology European Radiology (Article, review/survey) Continue to DOI
Christian Simonsson, Elin Nyman, Peter Gennemark, Peter Gustafsson, Ingrid Hotz, Mattias Ekstedt, Peter Lundberg, Gunnar Cedersund (2024) A unified framework for prediction of liver steatosis dynamics in response to different diet and drug interventions Clinical Nutrition, Vol. 43, p. 1532-1543 (Article in journal) Continue to DOI
Carl Edin, Mattias Ekstedt, Markus Karlsson, Bertil Wegmann, Marcel Warntjes, Eva Swahn, Carl Johan Östgren, Tino Ebbers, Peter Lundberg, Carl-Johan Carlhäll (2024) Liver fibrosis is associated with left ventricular remodeling: insight into the liver-heart axis European Radiology (Article in journal) Continue to DOI
Fan Feng, Carljohan Carlhäll, Yongyao Tan, Shaleka Agrawal, Peter Lundberg, Jieyun Bai, John Zhiyong Yang, Mark Trew, Jichao Zhao (2024) FM-Net: A Fully Automatic Deep Learning Pipeline for Epicardial Adipose Tissue Segmentation STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. REGULAR AND CMRXRECON CHALLENGE PAPERS, STACOM 2023, p. 88-97 (Conference paper) Continue to DOI
Henrik Podéus, Christian Simonsson, Patrik Nasr, Mattias Ekstedt, Stergios Kechagias, Peter Lundberg, William Lövfors, Gunnar Cedersund (2024) A physiologically-based digital twin for alcohol consumption-predicting real-life drinking responses and long-term plasma PEth npj Digital Medicine, Vol. 7, Article 112 (Article in journal) Continue to DOI

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