Inexpensive and Sustainable MRI - Publications

• M.L. de Leeuw den Bouter, G. Ippolito, T.P.A. O’Reilly, R.F. Remis, M.B. van Gijzen and A.G. Webb. Deep Learning-Based Single Image Super-Resolution for Low-Field MR Brain Images. Scientific Reports, 12, Article 6362, 2022.
  
  
• X. Shan and M.B van Gijzen. Deflated Preconditioned Conjugate Gradient Methods for Noise Filtering of Low-Field MR Images. Journal of Computational and Applied Mathematics, 400, Article 113730, 2022.
  
  
• E. Ahishakiye, M.B. van Gijzen, J. Tumwiine, R. Wario, and J. Obungoloch. A Survey on Deep Learning in Medical Image Reconstruction. Intelligent Medicine, 1(3):118-127, 2021.
  
  
• M. de Leeuw den Bouter, M. van Gijzen, and R. Remis. CG Variants for General-Form Regularization with an Application to Low-Field MRI. Lecture Notes in Computational Science and Engineering, 139:673-681, 2021.
  
  
• X. Shan and M. van Gijzen. Deflated Preconditioned Conjugate Gradients for Nonlinear Diffusion Image Enhancement. Lecture Notes in Computational Science and Engineering, 139:459-468, 2021.
  
  
• F. van Doesum, J.C. Diehl, M. Bakker, M. van Gijzen, T. O'Reilly, I. Muhumuza, J. Obungoloch, and E. Mbabazi Kabachelor. The embodiment of low-field MRI for the diagnosis of infant hydrocephalus in Uganda. Proceedings of the 2020 IEEE Global Humanitarian Technology Conference, pages 150-157, 2020.
  
  
• M. de Leeuw den Bouter, M.B. van Gijzen, and R.F. Remis. Low-Field Magnetic Resonance Imaging Using Multiplicative Regularization. Magnetic Resonance Imaging, 75:21-33, 2021.
  
  
• M. de Leeuw den Bouter, D. Geçmen, A. Meijer, D. de Gans, L. Middelplaats, R. Remis, and M. van Gijzen. Description of a Low-Field MRI Scanner Based on Permanent Magnets. CEUR Workshop Proceedings, vol. 2688, paper 15, 2020.
  
  
• E. Ahishakiye, M.B. Van Gijzen, J. Tumwiine, and J. Obungoloch. Adaptive-Size Dictionary Learning Using Information Theoretic Criteria for Image Reconstruction from Undersampled k-space Data in Low Field Magnetic Resonance Imaging. BMC Medical Imaging, 20(1):1-12, 2020.
  
  
• E. Ahishakiye, M.B. Van Gijzen, J. Tumwiine, and J. Obungoloch. A Dictionary Learning Approach for Noise-Robust Image Reconstruction in Low Field Magnetic Resonance Imaging. In 2020 IST-Africa Conference (IST-Africa) Proceedings, pages 1-12, 2020.
  
  
• M.L. de Leeuw den Bouter, M.B. van Gijzen, and R.F. Remis. Conjugate Gradient Variants for \(\ell_p\)-regularized Image Reconstruction in Low-Field MRI. SN Applied Sciences, 1, article 1736, 2019.