Deep learning-based generation of DSC MRI parameter maps using DCE MRI data

Haoyang Pei, Yixuan Lyu, Sebastian Lambrecht, Doris Lin, Li Feng, Fang Liu, Paul Nyquist, Peter van Zijl, Linda Knutsson and Xiang Xu

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PubMed 

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  • Published online April 7, 2025.


Author Information

  1. Haoyang Pei1,2,3,*,
  2. Yixuan Lyu3,4,*,
  3. Sebastian Lambrecht5,6,7,
  4. Doris Lin6,
  5. Li Feng1,2,
  6. Fang Liu8,
  7. Paul Nyquist9,
  8. Peter van Zijl6,10,
  9. Linda Knutsson6,10,11 and
  10. Xiang Xu1,6
  1. From 1. BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
  2. 2. Center for Advanced Imaging Innovation and Research (CAI2R), New York University Grossman School of Medicine, New York, NY, United States.
  3. 3. Tandon School of Engineering, New York University, New York, NY, United States.
  4. 4. Image Processing Center, School of Astronautics, Beihang University, Beijing, China.
  5. 5. Department of Neurology, Technical University of Munich, Munich, Germany.
  6. 6. Department of Radiology, Johns Hopkins University, Baltimore, MD, United States.
  7. 7. Institute of Neuroradiology, Ludwig-Maximilians-Universität, Munich, Germany.
  8. 8. Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States.
  9. 9. Department of Neurology, Johns Hopkins University, Baltimore, MD, United States.
  10. 10. F.M Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States.
  11. 11. Department of Medical Radiation Physics, Lund University, Lund, Sweden
  1. Corresponds to: Xiang Xu, PhD, Icahn School of Medicine at Mount Sinai. 1 Gustave Levy Place, Box 1234. New York, NY, 10029. xiang.xu{at}mssm.edu.

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