Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time.

Journal: Magma (New York, N.Y.)
PMID:

Abstract

PURPOSE: Use a conference challenge format to compare machine learning-based gamma-aminobutyric acid (GABA)-edited magnetic resonance spectroscopy (MRS) reconstruction models using one-quarter of the transients typically acquired during a complete scan.

Authors

  • Rodrigo Pommot Berto
    Department of Biomedical Engineering, University of Calgary, Calgary, Canada.
  • Hanna Bugler
    Department of Biomedical Engineering, University of Calgary, Calgary, Canada. hanna.bugler@ucalgary.ca.
  • Gabriel Dias
    School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil.
  • Mateus Oliveira
    School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil.
  • Lucas Ueda
    School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil.
  • Sergio Dertkigil
    School of Medical Sciences, University of Campinas, Campinas, Brazil.
  • Paula D P Costa
    School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil.
  • Letícia Rittner
    Medical Imaging and Computing Laboratory, Department of Computer Engineering and Industrial Automation, University of Campinas, Campinas, São Paulo, Brazil.
  • Julian P Merkofer
    Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Dennis M J van de Sande
    Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Sina Amirrajab
    Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands. Electronic address: s.amirrajab@tue.nl.
  • Gerhard S Drenthen
    School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands; Department of Electrical Engineering, Eindhoven University of Technology, De Rondom 70, Eindhoven, the Netherlands. Electronic address: g.drenthen@maastrichtuniveristy.nl.
  • Mitko Veta
    Medical Image Analysis Group, Eindhoven University of Technology, Eindhoven, the Netherlands.
  • Jacobus F A Jansen
    School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands; Department of Electrical Engineering, Eindhoven University of Technology, De Rondom 70, Eindhoven, the Netherlands.
  • Marcel Breeuwer
    Department of Biomedical Engineering, Medical Image Analysis group, Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Ruud J G van Sloun
    Laboratory of Biomedical Diagnostics, Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands. Electronic address: r.j.g.v.sloun@tue.nl.
  • Abdul Qayyum
    Department of Agronomy, The University of Haripur, Haripur 22620, Pakistan.
  • Cristobal Rodero
    Cardiac Electro-Mechanics Research Group (CEMRG), National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, United Kingdom.
  • Steven Niederer
    Department of Biomedical Engineering, King's College London, United Kingdom (C.C., S.N.).
  • Roberto Souza
    Medical Imaging and Computing Laboratory, Department of Computer Engineering and Industrial Automation, University of Campinas, Campinas, São Paulo, Brazil; Departments of Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada; Calgary Image Processing and Analysis Centre, Foothills Medical Centre, Alberta Health Services, Calgary, Alberta, Canada; Seaman Family Magnetic Resonance Research Centre, Foothills Medical Centre, Alberta Health Services, Calgary, Alberta, Canada. Electronic address: roberto.medeirosdeso@ucalgary.ca.
  • Ashley D Harris
    Department of Radiology, University of Calgary, Calgary, Canada.